{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3deb6767-c6e3-4eaf-965d-c79ba6ef5e3d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "模拟订单数据条数： 1200\n",
      "用于绘图的年龄分布表：\n",
      "        年龄   人数占比    占位1    占位2    占位3    占位4\n",
      "0  [20,30)  37.5%  37.5%  37.5%  37.5%  37.5%\n",
      "1  [30,40)  29.2%  29.2%  29.2%  29.2%  29.2%\n",
      "2  [40,50)  20.8%  20.8%  20.8%  20.8%  20.8%\n",
      "3     >=50  12.5%  12.5%  12.5%  12.5%  12.5%\n"
     ]
    },
    {
     "data": {
      "image/png": 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P93T4qt09vjBj7jrWbjykdQVWp2ZZDuyYExOgFo2BgQFNGlbm3yXbNY4pVCAHqxZrz7zoO3g2+3QIrOpVSrJl7V9q296886BiTc2UZV2k5fiZ2Bw6eplBI+ezZP4Ite3m5qZsWDmJQqXb67Uq3rR6MhXKFtHYvn33Kbr1mRpv9oNMJmPL2r+0mm7PXrhNh+66XZ73rm7UCO5s2nYEN249iXfeAKFh6g+vXt2aMnf6AMzMTOI8rn7t8rhuzUSHHhN58uxtnGNbNavBf/OGa119vnrzkXrNBsWbzTNpTE8aN9AMiP7s5UO1en3x02GyXrpgJM1iZWbMmreBBYs17xtt/ExhvIlTV2itQ5PVxZGlWmJ9Jk9fhVKpZOjof6lVvYza69W7W1M+uHkmeUp64wbq8SChoeF6lUmoWa0UG1dN5s23uisHj17SS0Bpw8BAhqODrcb2Avmzc+DIxUSdMzkoVSI/hQtqio6fwcjIkO3rp9GwnubCNTQ0nM69p8SbYOLrF0i3PlM5une+htW/y7cFfLc+U39LS02KCJoHj14xdPSCOIOW3D5+5q+/12g8bACKFlE361csX4TcuTRXbktX7VETMwCHj11m/6ELGoGyTpkzUq5MIa5ef6i2XS6PYuK0Ffz9z4Y4/6YpM1fTsV1dXLSseIoVya1V0Ozae4Y+g/6OM/jtxOnr7Nx7hrYtNQO3ihXRdG/kyObE3m2ztfqk9x44x+r1B3ReKyAwWGObQqFIE5VYE5NJos8NvGrdfnLndGFI/++unoePX9G2y3i9H2aTp62kSKFcau/9xq1H6d1/ZrxiRiqVsmLRaGpULaWxz88/kJ5/To/z9dcmwP0DghP1nk2f9IfaavZH7j14Qb48rmrB6wXyZ+fyqRVMnrGKpav2aPj4XV0yMW3SH1o/u6CykrXtMj7eufbs2oQxw7tq3dd38Kw4i5lFRGrGmYWEhKfaZ9rc3JS9W2dppGkfO3Ut5uHt9cWX/kPnaiwupk7og9cXX9ZuPBTvdSaM7qHTDbJjzyk69ZxMxfJFqFOjjNq+p8/faT1GW4zDj+/ruYt34p2TLnLndNF6f5cqni/R50wOenVtorHt5Ss3te9NIyMDDdHz5Olb3r7TtKQbGRmyc9MM6mupA6RQKOjRd5rOhXBsLly+y7CxC9WyK6Np27IWxkaGdOw5SSOZZOqsNXHG9pUolpdLJ5erlQAIDg6lSLlOuH1M+yU/UkTQNG07Uq+HzY/FjH7EPlb6aKtm2oMEdT28N249qjXzp1G9ihqCZsOWo3rNNSoqigcPX2kVNLGj0AFevv5Ihx76BRvfvvtM60MhYwb18xbMn50je+ZrNd+6uX+m7+DZel0vrWFjbUno14SnIRrZVop/EDB64mJyZneiScMqbN5+jD+HzElQ2v39R6+oWPN/7NnyN6VK5GfNhoP0HTw7XjOvoaEBG1dO0vB/R9NvyJwUbS+wZsNBenVrqlbbAmD3vrN0+2MqJYvnY/fmmWpxH+bmpsyZPoB+fVoxZcYqtuw4gX1GG0YP60Lvbk11utD+W76TkeP/i1c0DunfnllTNa2voIotOHT0cgL/ysTTo0tjGjeopOEa2LFxOuZaLFrLF43WsIC5umSiUIGcatuCg0MZNHwezRtXpf8frWnbZTy79p2hZrVS9Iz1EF26YCSWFmY/nY1XrEgeNq2aoiEkTpzWnq3z5NlbSsYhMH50pyWUPLmyat1esrimCzehnD53i7Aw9Wq/TRpW1hrrBrBg8TatC0wvLx9aN6+pti0iIpJKtf+nZpUuUigXty6uUxvXuM1wjYe/tZUFW9dN1ZoCDjBp+kp27z+r8+/SxrJVeyiQL7vWFP5mjatyYMdcOvWcpLeYNzCQsfK/MRr1jGbP3xTz97RtWUvDM/Hf8l1xLpxTkhQRNPqaviIitJedDo7lW61aSTOd+r2bJ89evNd6/PlLd7VuL6zFh5kQM52uMtnBwaEa2xJShClcx+sQEvL9vJaWZpw4sFCreAoNDadN53FaXXsClZWjy//+omnDymzdmbjS4Z6fvanZqD+d2tXTuw3Av7OH6hQz8xZtZacecSVJyeu37nTr8xd7t86KcXHO/XczYycvBeDKtQdUrfsHOzbMoEB+9UyPbFkzs3bZBEYN6UwWZwetFkJQuYj+N2AmR09cjXc+7VrV1ilmrt54yNDR/ybkz/tpCuTLrjWmTdsKG9BqddPGhq1H2bdtVkz2zMghnRg5/j+GjF5AmVIF1Fb8UqmUuTMG8uzFe53iQx96dWuCs5O92rbAwBCWrtqtdfyseRto2bS6Vlfk67fuP1XNW5dQcnayxyWL409ZAs6cv8WZ86rqutZWFvw7Z4hOMQOwZMVumjepxuoNBwgI+G55GT6oI5aW6p9pmUyq8SyKvZiUy+UataeKFMrF9g3TdSZsLF+zN9GuxSGjFuCSxUHr57RmtVLcuLCGDt0ncv1m/PGBY4d31bA2vXzlxj+LvldWt7Oz0mhV46DlGZRapKlKwaVKFNC63ePT9w+IgYFMq8K/F8eKwT8giA8fP5M1i7o1JV8e10TOVEUJHTfmj/NNDKV1vA7uP5w3MDCEzduPa82S2b77FNZWFvF+wWq70U1NjPX6Yg4OCdXrJkltOrWtR706mpkd0WjzZefLk03r2BWLRhOppfiXNoEdzdjJS2PiRVau20+XDvUxMjJUG/PezZPT527q9brHPhagZLG8mOgRXHzzzhON1ejRE1dZuHQHXTo0oFe/6RoWkBev3ChbvSczp/Tlz94tNWK7dAUSKxQK1mw4xNjJS/V++B0+fpm37z00YosiIiJZsWYflSsUi/ccDlqyZ3Jkd9LrtX31xi3ZK2kfOnqJkeP/4/nd7xaXPj2as2DxNjw+faV5+1FcOqkeSxgcHMq1m49+6rr9h87lo7sXf43/X8y2AcPn8slTe+HOF6/cKFquEwP6tiFvbldsrC1i9l28cu+n5lKmlPbvN4BG9SuydOXPt2dp0qAy82YN1vjOj820SX1o06IWIwZ3ZPrsdSxfsxcDAxmD/myrMVYmk5ErRxa1GLLYMZ8ent5qi9cObeqwZP5InTFqS1buZvDI+Qn509SIioqiXdcJ7N06S6v1x8XZkdOH/mPMpCUsWrZT53mqVS6hYXmRy+X0+HNasvWvSw7SjKCRSCT82Vt74bezF777a/Pkyqr1Sz2+pnDuHl4aH+6sWRyRSCSJighv2rCK1uqOcrmcC5fvJfh80Thlzqi13DTAuQvqfutxU5ZRtVJxihfNq7a9W6eGaqmgCcHZyZ5j+xbEO+75i/cULpv2s6qKFc2jlkHyM2jLqouPOfM3xTwk795/rorPihXQ7uqSicO75yV6Xv/M1GxRoI1KtftozeQaN2UZi5bt1LoyNjY2okLZwoSGquJQtFkEteHt449UKqFV8xrcf/iSV6/d4g0gDwwMoUvvKZw5vFgt2NHIyJC1yxJf3r1rx4Z07Rj//ZCQ6sWJ4cPHz/T8czrh4REsWLyN2dP6A6oU3uGDOjJ09L98cPtMy45jOHlgYcxDcNuuk2rWA23s2HOKHbu19yz66KFyY/79zwbcPb6wdMFIxkxaEm8h0PdungwfuzChf2acGBsbUbZUQZ37mzaskmhBI5VKad28BqOGdtZw8ykUCs5fuqtRYyn6uyFjBhvmzxrMn71bcu3mI51VlXPndFETNPnyqC+uf7yHihTKxZql4zUWAdEsWLwt3owmfQgPj6BlR1VZCm3FYI2MDOMMbnZ2smfT6ikarqZ5i7ami0Xrj6QZQTNuRDeNB3M0P1bOtM9oo3VMfC0CvmipOCyVSjE3NyEoSNNFFBeZHDPoLGB38uzNRLt6ZDIZqxaP01oL58tXX06eVc+4ioyU0/V/f3H93BpMTY1Zu/FQkrc2ECQt8xZtpV7t8lSrXIJnz9/h6x9I+TKFU3VOkZFy3D5+xtrKgrx5XMmXx5WSxfNRqng+ihTKlajUcvuMtvTo0pgeXRrHbPP28cft42c8vXz4/NkbX7/Ab1k2Qcz/bysA128+Zta8DYwf1YPAwBCOn7qWaoX1ho9dqPOBXqZUQbJlVTUTDQ+P1FldeMn8kfTq1oSgoBBadRwTI+pWrN3HyCGdYtpL9OzShFnzNvLZy4ebt5/Qtut4dm6cjomJMSv0cGk+f/EhzgyhXDmyUCBfdvz9gxg+bhEeHl9ooiWLLD5CQsM4dfZmgo+LplrlEnHW+qpcoRi2NpaJyp7s3b0pi7TULZLL5fw5ZA5RUQoNQRMaGq5WLiR3LhetCSfRlCiWV+29ji0UXv/QM+rBo1eM/2s5MyZrb7swuF+7FKlDdefec7XKxz9iYmLEtnXTNILWAUYO6czIIZ3jPf+U8b21NvPVhkveJnz28tFrbGJIE4Kmf5/WTBzTU+u+/YcucPP295TU2H7NaIJD4hYlYTriXSzMzRIkaBwd7Di2d4GGPxpUq4BJU1fofa4fMTCQsX75RJ1BYzPnbtAauPrsxXsmTF2OSxZHps1a+0sIGj//QFzyNk3taSQbvfpNZ8uaqbTsOJrF84an2jxGDulE6RIFYmIXkrvXTwY7a62tT/bECoacPmc9lSoUY/KMVZQsljdNVgoeNqB9jMXO3eOLTkEze/5GOrWrS8eek9QyWEJCwli0dGfMg8DU1JguHRrEWIiOn7pGmy7jGDG4E3fvP//p+TZvUo3pk/746fO8+/CJPEVbJ34eOqzP0RgaGtC+dR2WrNQe2xMX23aeZObkvmrxXAEBwXTsOYnjp67RuX19jWNqNOzHsAEd9P6Mxa49FTtg/M499fdq7r+bKZAvO53aqdcgSk5On7tFzW/NVP0DgujQfYLWeE+pVMrm1VMoW1q3xSy9kaqCRiqVMnPKn2optD/i8emrhrK0MNcuaCIi4u51pGu/kZH+L0HRQrnYteVvXF0yad0/ffY67j18qff5orGztWLruqk6S86fPncrzhs8OgMiunT3r4CugOtfgQ9un6lU+3/xD0xmlEp09v2Kj1t3nrJlxwl27DlFzhxZ6NCmDq2a1dDZqy0uYlsgoqKiqNNE1d+qZDHtVtuU4uqZ761MPnl+pUUHVW8tS8vvbTSCfiimN35kd7W4rD+HzKFy7T7c19Jsd/HKXbRuUYPjp6+zfdcpjZTdYyev6e2+zp3LhQZ1K2jd56FHg9SUwMzMRCNzSBsD+rZh6ao9CQ4F8A8IYufeMzGLunsPXtCxxyRMTIz4s3dLjcB2UFn2O/SYyIatR1g8fwQuzo6cOH2dQgVy4pRZM3u0TKkCyGQyoqKiyJ83m0YMze17mpm6/YfNpWSxvISGRXDj9pMENxZNKB17TGTAH60ZN7I7/YfO5Y2WFHKAZf+O0lrrKT2TaoLGKXNGNqycpLMBZGBgCG26jNNwJen6kMtk2v2U0egSLvpaZ7p3bsT8vwfrDO7atfeMXr17YlOuTCE2rpqsUyQ9e/6OTj0nJbpV/SfPr7TuPE7rvrKlCmjEX7i5f6Z9t/jTy8PC9E9zTk3ichvoYsTgTlpXs/au9fAPSJ4eJD8yYPg/OtNi92+frSEa+g6ezcPHr+M97+Onb9R+X7VuP2OHd9Wr3UdERCRXbzzi2MmrHDh8kZevv9eU8vriy9Xrqiyk6lVKUqt6aWpVL60Rx6CN12/dY7JS9GXNhoOs0VGbZfLYXhpWzhVr97Fhy9F4z+v2UTMO78eMnB/7v/3o+v4xWD+ba2a1YyqVL0KThrpFo7dPAKWK56dUHCnLdZsOivf+b9eqNu1a1da6b8eeU9x/qCmoUprunRpptbArFAq1OJOc2Z1p2rByvL2QtLFjzyk6t6/HgsWqpr4REZGsXjJOwzqzfM1ePDy+xtzPx05eo3iFLvw1/n/Mnr+RiuWKsHnNX5w8c4NcObPEBKpbW1lQoWxhLl65R+1YNX0iI+Xc17KgDQkJo2GrYXz28kl2MQMQFBzKlJmrOXTsss5SKPP+HpToOMu0TKoImsb1K7HivzE6V3OfvXxo0WG0mqspmiAtKdFAvFkeuvb/WKpcG1ZW5qxcNCbOgNA1Gw7Sb+jcOM8TG4lEwphhXRg/qrtGMFY0N28/oVm7kT9VFCw8IlJnSf8fMxdixofrHi9IGZ4+e6fzPdDWdf3pc93j48LXL5Dtu0+pxblEExERyb0HL7l64yGXr97n9Plb8XZDjoyUc+L09Zj0YkcHO8qXKUTxonkpVjQPxQrn1khzXb/5cILn7e7xReff6+Orea+4u+senxgMDQ3UGh3qKhcBqppKcWXB6YNEIvmp49MCxsZGWrtKv/vwictX72u0hRg9rCv7D19MsJXm7IU7VKjRO8ZSbmRkqFEd+dnzd1p7rQUEBMdkHO3ce4YObesyceoK+v2vFdm7fM+8a1C3PBev3NPIkLz/8KVGDZxooutLBQSGaDRGtrQw03gWyuVyPsZjWbMwN42JwfrxuOisJG1iRiKRsHTBSK33fGzyFW9DVJS6kO7Urh6TxvZS2zZv0VaWavEgLNdRQDQ5SXFBM3lsL0YP66Iz8vvGrSe06zZeZ4ExXV+q8Zm67bUEPQUFhWh9QESTN3dW9mydpbOfTEREJKMmLNarJ9SPWFqasWn1FJ31LED1Rd9/2D+/tOtFkPosW72XZo2r8uTZWx4/fcPjp2958OgVt+8+++nP3mcvH/YduqC20ra0NCO7qxPZsmYmm2tmduzRnpmTlilaOLdapmWp4vkxNjZK0/fqmg0HOXL8e0p+mxa1ePfhU5xCb+6MQTGxGNHcvqN9xR8fIwd30ug9BKpiqFeuPdQQNCWK5eV/PZqxfPXeBF1nxuS+WFh8tzg6ZLTFxlq9cGRIaDj/xRG7duPWEzZsOUL7bhMIC4vgzPlbagKgXas6rF5/UEOoHjp6Kd75rd98WEPEjxzSiWkT1S3CL1+5UbR83AG5fXo21wiCjl0nJzbrlk+gfes68c4T4L3bZ426bD5+mgkv/v5BWrOMYxeZTAlSTNBIpVJWLR6rMzhKoVAwb9FWJk5bEWc10Y/u2utEaLtZ4tv/5Nk7neNLlcjPoV3/aO1HA6oPXKdekxMcsJfBzppj+xboLPbkHxDEwOH/JLrgm0CQEO49eEGmHA1ifr92djV54sjySAr6DZ2Trj/fsV07ZUoVYNXisXTuNTnJryWXy5Ok0aC3jz/ePv6YmZmwYNYQunVqiMenr5Sv0VNrLZrKFYppiBlArciavhTMn53hgzRLPISEhLF24yG8vvjy8pWbRnbRX+P/x94D5/DSkqGqiy4d6mtYLWJTolheSsQRm2VhbsqGLUdirC1nzt9Wc4s5O9mzdtkEjUV5YvtQaav07vXVL97jjLWULwkOjlvQOGXWTGZx9/iCsbFhvK9beiDFBM3ff/2pU8x88vxK9z+m6eVLf/v+EyEhYRqxLNo6l0Zja2OptUXBoyfa4w6yZc3MwZ1zdYqZ9ZsPM2jk/AR3hzU0NGDv1lk6xcyNW0/o3Guyzo7agoSxafXkRB2X0MJ68XHh8j1WrNmXqLmkNOZmJjqr/iYVulys6QFzc1M6tq2rsb1ty1q8ePlBY/v5S3eZqmdLjr//6sfQAe3Vtk2fvU6v+Lmpf8fdowdUTWy3r58eIxycMmdk16aZ1GjYX826ZGhowH//aKY/nzh9PcENKU1MjNi4arJaanQ0S1fviREr8/7bytIFI9X229pYsnzhaFp0GJ2q3aO/evtx7eYjtYa0sTODXr9159GTN7EP1QtthWL1Kc6q7TXVVqX+R3bsOaVmWfL64kv95oPZs3WWEDT60rJpdZ359pevPaBd1/F656YrlUoeP31D6ZLq1SYL5s+OfUYbvmhRtrqyhy5fva+xzcBAxo6N07W6sMLDIxgw/B/WbUq43x9g7oyBlCtTSOu+Zav3MmzMv3G6wGITO6D6R1NrNCbGRjoDrwsX1AzaNDUx1jleF/cfvkyRYNmEklQF9aJJTGE9gLCwCFas2Ufe3FlxdFDPisig5UukaGHd4lxbUclihXNjkIBmnp+9vHmu5eGb2jg62JE3t3r17pw5smiMc82aSednVFvhv2yumRP0mQ4Lj9Dpipn/92C17wa5XB4j0CaM7sGHRJbtr1+nPIP7qVenvXD5LjPjaZKbEEJDwzWyckqXLMCOjdNp03lcjKhZumBkTFuGaORyeaKKwK1ZMl5rcHhAQDBzF2yO+X3DliOMG9FNw5LesF5F/hrfmwmJLIeRGLTFwaxef1BN0MRm45Yjib6etgXuq9cftYxUx9REU9DEFxO67+B5Fs4Zikwmw9vHn4YthsQZA5beSHZBY2ZmwtwZA7XuO3zsMm27jk9waeUjx69oCBoDAwO6dmzI3H83a4zvqiWaOzw8gv1aTIR9e7WgWJE8GttDQ8Np1m4kZy/cTtBcoylWJA//6669too+3b21cerQonjHZHLMoNe4aJyd7BM0HqBWowFcuKy9X5bgOyMGd6JLhwbxjtO38m80uoo86mLDliP06jcjQcekBHVqlmX1Eu0ZeT/SpUMDvV7HaLp3bpSg+ky6aq04Z7ZXywx5+cqNCVOXs239tJhtcZXaHzOsKz5+ARpxIc5O9qxeMk7NheHjG0C3PlMTnd34I7Y2lkilUl6/dWfwqPkar3H92uXZt202LTqMYtSQzlpf2yUr96hVyNWHWVP766zvMnnGKrVkh8hIOTPmrmfJ/BEaY0cN7cKTZ2/1clM65VK9z62b12DzGvXu5doqZS9dMFKtIWhUVJTWEhk7955m7oyBGo1cQeU6W55IC2yxwrm1FrXT1QX9R7Rl3AYFxy1ovnz148btJ7i6ZKZhyyE8fpqw9zStk+yCpnunRlqL0L1550Hn3pMT1Sdi174zGpHWAKOGdubwsctqH4bWzWtoDb49cPiiRjlxqVTKqKFdNMYCjJq4ONFiBlSNv2J3ugVVZ+PEiBmBICX42UJqbVrUZNPqKUk4o9Tjx3YMAOOmLGXfoQssW7033nTc9q1rxxTRK10iP/2GziU8PAKpVMrGVZM1zP1/DPw7QZ3X8+TOSvfOjXBxdiCLsyNZnB2+/b8D5uamTJi6nFnzNrJx61Hq1CxL25bq1sua1Upx68I6rVVynz57y/i/luk9F4Dpk/7QWV/sxq0nWhMpVq8/QM8ujbU2r1y9ZBympias2XAw3mtbWJgye9oAtW2Hjl7SEDN1a5XT6G6+btNhHmipGRQWFsHm7cfo30fzXti843iiM1F76VjkXr3xMN5jLbW4huOz0ACsWLOPq9cf6qxPk1RktLNJ1vNrI9kFTYum1bRuf/nKjeaNte/Txsat3+tIPH/5gX0Hz9MsVtVJaysLzh9fypoNh3jzzp1SxfNr9XdHREQyafpKje1VKhbTqpZBFbSsrdKkNh48fKlWSMvMzIQ6NctqHev+6Yve5/3s5fNTHXcFAkHScOjopZjsrZHjF1G5QlGNLsTRVChXhOULR8f83qVDAwoXzEmbzuPo1a0JlcoXVRu/Yu0+rTVYOrevT6N6FcnmqtlDrm3LWhoi5Ud+dKP07j8DZyd7jetqEzPBwaF07j1FZzpybGQyGUsXjNRZ4yQoKIRe/aZrjYlRKpUMHDGP88eWaMRZGRgYsOzfUTjY28a7AJw8trfGIrpR/UqcPbqEDVuOsGvfGQrky86WWBYcz8/eTJym3bVlaGig4Q6NxiuRpfxLlyxADy2Ww8dP32h07NaGtkKq8fX8Ati8/bh+E/wJsrs6UayIpistroSfpCDZBU2ZWK6haOrWKkvdWtof8tr4UdAAjJqwmNo1ymgUBbOxttQIrIvNrHkbefVG00cZVwno//7Rv0T91L/XqAmaIoVy6SzIN7BvG73Pe/7SXSFoEoCRnsGYsUntwnqCtMlHdy+evXhP9mxOdP/ju5spLCyCzr0mc/rwYr588SVPbvUgz4L5s2tYd4oXzcuNC2uxtjJX2/7k6VudhSDLlymc+DiuH4J+w8IiaNF+NGeO/Bdn8UOFQkG3PlO1Wiy04WBvy5a1f8UZr9R38Ow4YzZu3n7C9NnrtFrgQZX5VK5MIfoOmqU1O8vIyFCrhQegYrkiVCxXhHkzB6FQKNWK/EVERNK++wStMZiGhgZsWfOXRiG9aMaN7M6nz94JCvzPkc2JHRumaw2Q37oz7qah0WTIoBnn6a+HoEkObKwtmT75D/z9g7C0NKNFk2oaPeDCwyN+qqaaPiSroLGztUpUYzt9ePveg9adx7J366wEXWP95sM6swFiB8wlFZmT6bzV6v/5U8eXKVkgpuNvNB/dveiUwPRTXdliAnX+/meDzgq3+rJ780yNgPX+w+YmKMMisSvK5ObYyas//ZmeMKqHRrrxqnUH2LT9mN7n0FUFWx4VRduu48ji5KAhbB89eUPeYm2YO2OAhqBZuXY/nzy/smHFJLUMstjxGKGh4XTqNUmnNSQiMuHu+WhinzO6yWRcgsbHNwBTU2MkEkm8WUZ1apZlxaIxWtsFRPPPws1qjYZ1MWOuqpeXtrRxgAZ1KnD3ykZGjFvEpm3H1OYWERFJ9fp/UrxoXvr2akHblrU0soG0VcaePX8jl68+0NhubWXBzk0zqFa5RJxz/u+f4WRysOOvv+OvFl+6ZAF2bpyh9bXyDwhixZr4m5ECuGbVtNT5JaKpZ1Lg5x9Iq2Y1tMYYRfP6jXuyzyNZBY02H19ScursTeo2G8zS+SM0ovJjExwcyqTpK1m0bKfOMck13+RKg71yTfMGTAgWWm7ssPCIRJ/3xf2dZNNykyUUG2tLInzjL1Kli3rNBie4nH5K8OrNR62WwYSgLQvu0ZM3P/1ZSAt8+eqndYWcELx9NI93+/g5yV6fwMAQnQGbfv66HyaHjl6mRoN+7Nk6S2fNrMkzVsUpTPWNN/T1C+SDmycf3Dx57+bJB7fPXLikCto3NDSgY9u6jBneNaacvy4yZrBhw8pJjBnWhelz1rFz7xkNYRO9Mu/dLe5mshu2HGHMpKV6zV+pVNK+24Q4LUh2tlasXjKOkYM7MWveRrbuOqlWBO7u/ef8b8BMxk5eyvxZg+N0xwGMHtaF4kXzsnrDAY4cv4pCoaBMqYKsXzGRnNmd9Zr3+FE9KF4sL73+nKHVEmFoaMDwgR0ZN7Kb1mxFgEnTVuLnH4iRkSFNG1bmy1c/fHwD8PULJCAgmOCQUBQKJa2aVSdHNs3376u3n15zTQ4ePHoVZ1Xs5WsTViQxMaTfghDfuHLtAaWqdKdJg8o0bVSF4kXy4OBgh6mJEZ5ePrx958Gho5fYufeMRl8ogUAQN1mzOOL1Lv4+SLowTMc1Z5Kaew9fUqn2/9i7dRbFi2oWduvVrQnHT13TmU0ULWaDgkI0Fkmbth1j3qItvHfz1FpNPYuzA+NHdqdHl8bxFiGNTf582dm0egqzpw1gx55TbNlxgnsPXlC4YE6O7l2gM+4wmh17TtFn4KwEXdPPP5BGrYZx9uiSOIVX3jyurFoyFm9ff46euIqBgYzcOV3Il8eViuWL0rBeRb0EiYGBAQ3rVaRhvYrMmLMOY2NDBvZtq+EqBJUr7vqtx5QvU1hjX8O6FXlwfRP9h85l78HzgKrdQOvmNZg0ppfWOKVojpy4wtJVewDVe73yv7E6QxV08e79p/gHJROPnrzWKWgOH7vM6vXxB3T/LMn6bfPezTPRcQwJITJSzu79Z9m9/+xPnadXvxnJks66cetRjRgggSA9IJVKNUrH/644ZLTl0K5/MDU1xszUBFMTY0zNjDE1+fa7qbHWB+CPeHz6SvUG/di0ajKN6qt/N+bO6cLFE8vp3X8Gew6c0zh23qKtzJq/kexZM3Pz4jq1fW/feWi17nRuV4/uXRpTvkwhrVmWP/L8xXscHOx0ug2cMmdkcL92DO7XjuFjF/Lf8l08evI6zn49y9fsZeDweYkqjOfx6StV6/bl4M65OouRAvw1czVHT1ylbq1y7Nnyd7zvAaiCZ61ixS9F8+f/Wsb5mR8xbhFLVu5h1+YZNKxbUWO/rY0lX71VFpr6dcozd/rAOIUMqLrXd+41OeZ1UiqVvHztFuffHZvISDlXrsefHZVcPH3+DoVCQWSknKDgUHx8A3j52o1de85oWNCSi7hbVAsEAoEA+J6tWLlCMUoWz0eB/NnJ7upEJscMWFmZ6/UgBVXdkpYdx2hNXba0NGPb+mmMHd5VY5+3j79eWSw/4h8QTKXyReMUM3K5nLn/bqZk5W4UKt0+3sWXt48/6zYfRqFQ0KX3FK2Wb7lcztjJSxkw7J+fqvLr+dmbGg37cfjYZa37d+87y4y56wE4eeZGvIUNg4JCGP/XMpxyN6JZu5Hce6De1X7B4m1aXfGgsswMH7uQRct2EhUVRYfuE7WmV/+zcAsXr9wD4Obtp0ikcTcXPX/pLvWbD9GwrL185abjCO1s3Xki0S4nX98Avnr7qf0k9H1bsWYfJhmqYJmpBplzNqRgqfY0azuSTduPpYiYASFoBElIRHgkYWHhqf6TUjePQJBYlEolQ0YtYPjYhRqfV4VCkegy+rE5cOQiq9Yd0Ln/zPlblK3Wk7GTlxIREcmXr370/HM61Rv8ycPH2rObZs/fFCOsvL740qPvNLX9X739aNRquNYip4khMDCE5u1HMXjkfEJDvwdsP3n6lp79psf8rlAoWLh0u9ZzfPX2Y8acdeQt3obZ8zcRERHJkeNXKFO1B116T+Hdh0/sO3iekeP/Y8DweRrHBweH0rnXZBYu3RGzLTQ0nKZtRnLq7M2YbS9fuTFt9jq16zZvN1JrfJVCoeDfJdup33yw1uzJ9x81Gz7q4tadpwwd86/e42NTsdb/cMrVSO0nKYo6pjTCwS1IMgqV6ZDaUxAkMaKwnnbkcjnBIWEEBYUSEhJGUHAIwSFhZHd10lpIVBcLl+7g/QdP1q+YGBMvMfXvNYludKiNEeMXUbN6KbVYlEtX7zNz7npOnrmh9ZjLVx9QukoPmjWqwuB+7WJatri5f9aopHvq7E1WrttP725NOXLiis6U6p9lycrdHDt5lVlT+1OzWinadh2n0U9v646TzPqrHyYmxgQGhnDyzHV27DnN4eNXdHZD37brJHsOnIuxzKxef4B8eVwZ9KeqFcXjp2/o0H2i1mDw6FifaRP7MHxQR4aN/VfjOs9ffqD7H9PYvXlmTDXoJ0/fMnDEvDgrrL985UZISBhGRgZa07sjIiJ59OQN23adZMnK3YkqUvurIQSNQCAQ6KBOk4EEh4QRHBxKcHAoQd9+dD0cVy0em6C2DAD7D1+gVuMB7N06iyvXHjB9zrokmPl3goND6TdkDrs2zWTPgXMsX7OX6ze196r6EYVCwZ4D59hz4BzlyxZmSL92HDp2WevfPnbSUq5ce5DsRdvevFOV68jkmEGrq8vPP5Auvafg/ukrd+4919taGxERic8PgmDMpCUULpiTC5fuMuffzXH22FMoFIydvJQDRy5y7cYjrWMOH7vMnAWbaN2iFnMWbGLdpsPxzm3NhoMxlZElEgmGhgZIpRKkUilKpVLNWiVQITG0qZh6bUwFAoFAAICrSya++vjH2zE5sZiZmWhYNAQph1QqRSKRCJd4MiIEjUAgEAgEgnSPCAoWCAQCgUCQ7hGCRiAQCAQCQbpHCBqBQCAQCATpHiFoBAKBQCAQpHuEoBEIBAKBQJDuEYImDdGkQWW6dWqoc3/f3i1o0qByTHGmhDJ0QHtKlcif2OnpxNrKggrlimBpGXdXcVNTY0xMjJL8+gJBamJubhrv57p396Ys+3cUdrZWKTSrtEfO7M7MnNKXjBlskvS8jg52dG5fX2vDz/gwMTHCXEerg2iqVirOsn9HxRQXFKRd0mRhvaYNq/Dk2Vtevv7eyyJPLhdGDe3Cjj2nOX7qWpzHz5zSF1ubn//i8PbxZ9yUZTG/nzy4iEwOdj99XoA+g1RFtH6kd/dmFMyfnXWbDmuMt7WxZM60Abi5eyWqimjtGmX4+69+7Dt4njZdxiV63tooW7ogh3b9Q7X6f2r8TdE4Otjx7sleNmw5Sp+Bfyfp9QW/HvVql9PazVgfJk1fmcSziRvfjye5ffcZ5Wv00jmmZtVStGhanZlz1+PjG5Cg8zdpUJn5swfT449pnL+ku7KsNiqUK8K+bbPo0Xcah46q90PK4uyAeQK7OUfj5u6V4Jo2VSoVZ9jAjhgaGjJ87MJEXVcbeXO7snrJOOYs2MTd+88TdOzBnf9QtVJxbLPU1ln/p0D+7PTo0pjL1x7oLJwnSBukOUGTOVMG1q+YSFh4BDkKtYi5aZRK6Ni2LrlzusQraNq2rE0WZ4efnsu7D5/UBE3O7M5Jcl5AZwM0XbRuURMjI0M2JbJrd99eLQCY99/WRB0fm9nT+vP+g6fWBnvaaN6kGjKZjEoVimJgIEMuF8WlBLqpVb0MA/u2SdSx2gRN2dIFWfXf2J+dFgCde0/RaGqYnNStXQ6nTBl59uI9H57tj3PssDH/snPvmZjfDWQybKwtMTI01Bi78r+x1Kymu1N2XDRqNYwTp6/H/N6sURVcsjjGeYxUKiUkJIz/dW/KR3eveAvMPX3+Tq1PkkAQH2lO0IwZ3g0zMxOmz1mntgJ4+dqNw8cu07hBZapVLsG5i3d0niNHoRY/PQ9tXxzxnbdG1VIc27eAhUt3JOkKBKBDmzoAuH/6Qo2qur+Evnz15eHj12rbShbPR6P6lQC4cHyZtsPi5au3H065GsX8XrtGGe4/fKk2pmHdCuTNnRWAd+8/cfbC7Zh9XTs04MtXX3LndKFn1yYsX71X63VMTIxo06IW7VvXIVfOLDja2+L11Y/HT9+wePkutS/RH8md04WhA9pTo1opMjtmIDIyiifP3rJ15wmWr9mnd3XOOdMHxPRw0Ua7ruPZc+CcXuf6WWQyGV07NqBj27oUKpATczMTPL18uHDpLv8s3Mzjp2+1HmdtZcHoYZ1p0qAKLlkcCAoO5er1h/w9byM3bz9J9FyaNqxM5/b1yZc3G06ZMuLrF8iLVx9YuXYfu/ad1dmdt0ypggwf2IHyZQtjbWWO+6ev7D90gRlz18XbPbp05W7cf6S9SWJsju5doPMBbW5mSt48rnqdJz7MEmnViIsaVUtRtVJxpsxcrdEUsHaNMly98YjPXj5MnbUGgIF/tMHe3pYJU5erjY19T8bH9ZuPqVynj97jq1QszqlDizS29+nZIkHiaPa0/vGO2bDlSLoQNE6ZMzJpTC/GTFoSY31L6P3i6pKJlw/0WxxO/XtNzOdAF/37tGbe34N07h81YTHzYy1u69Yqx5jhXShWOA9RUQqu3njI+CnLuKflM+Xqkonbl9Zz9cYjGrcepte8U4I0JWhKFMtLzy6N+ejuxaJlOzT2z16wiYb1KrJ43gjKVOuRbCXC40IqldK4fiX2H76Q4GM7tq3LyTM38Prim6DjsmXNTIWyRQBYsWhMnGN37T1Dhx4T1bZNn/QHCoWCFWv3a21gVrxoHipXKMbhY5d5/dZd63n1ea1HDO4U8/979p+NETQ1q5WiZPF8/DlkDvVrl2Pi6B7sPXBO6+tQpWJxVi0ei69fIK/ffOSjuxe5cmShfu3y1K9dnn8WbWHMxCVqxzSuX4nNa6ZgYmLM67fuXL/1BGcne8qWLkjZ0gVp0bQajVoNIyxMe/+dH8mYwRqAm7ef4OOr2SHX08sn3nMkBYaGBhzZM5+qlYoTHBzKoydvkEgk5M+bjU7t6tG6eQ069pik4X50ypyRs0eXkN3Via/efly/9YQc2Z1o3KAy9euUp22X8Rw8einB88mVw5lt66cRGBjC67cfuenhRfZsTlSrXIJqlUvQoslZ2nefoHFcp7b1WPHfaAwMDHj67C0vXn2gVPH8DB3QnoZ1K1Cl7h/4+mm+zknNmfO3MLKtFOeYCN9LGsI9JShaKBc7NkzHysqcW3eeqr0/ZUsXJFvWzMyatxGAlWtVC61JY3px5dqDmN+jcXXJRITvJQaNnMfSlXvivXbZ0gWJ8E345yE29ZsP/ulz/Cy1a5TB2toi3nEnTl1Psuaf1lYWHNw5l8IFcxEQGMyIcSqxl9D7JTQsnOOntC/WoqlWuTjGxkZ6idbo77FHT17j7vFVY/+79x5qvzdrVIVt66cRGSnn3oOXmJubUKdmWcqVLkTJSl1576be+XvFf2NQKBX8MShthQ+kGUFjbGzE2qXjMTQ0YPjYhVofPtdvPmb5mn307dWCf2cPoVe/GSk+zxmT+zJ0QHsGDP9Hp5VBG5UrFGP1knF89PhCgZLtEtQZtf8fqm7H4/9axqvXH7WOMTU1Zu2yCYRHqL9uXTs2pEbVUqxct5+Bw//ReuyQ/u2pXKEYazce+qkbXVsMjUQi4a/x/8Pzszebth3l4uW73L60nmX/jqJFh9Ea53D7+JnWncZy4MjFmBWMTCZj1JBOTB7Xm2EDOrB81V7effgUc0zN6qW5cfsJI8f/x517333otaqXZufGGVSpWJwh/doz85/18f4NGb4FLPYf9k+C/fFJiZWlOSWL5WXUhMWsWLsvRlBaW1mw7N9RtGxWnZWLx3KmcAuCgr6LzbXLJpDd1Yk9+8/S7Y+phIVFIJFImDN9AAP7tmHFf2PIU6w1gYEhCZqPn38QPftOY9vuU2qN+rp0aMCKRaNp2aw6VVYVV+senDO7M8sWjkIikdCxx8QYV4hT5owc3/cvefO4MnPKn/wxaNbPvFTpmmJF8nBkzzysrMwZPnahhtjs2LYeCoWCXT+4kXLlyIKDvS1Xrj/86evff/iSTj0n6T2+dIkCrFk2Pt5xbVrUTNR89hw4l2h3dLEieShWJE+84/z9g5JE0NjaWHJkz3wKF8zFnv1nGf3DQiuh94vXF984LR3Vq5Skbq2ynLt4R6+5Z/gmaKb+vYa9B8/HO37axD/wDwimSp0+PH/5AYCeXZuwdMFI/ujdQm0R+WfvllSvUpKef07H3eNLvOdOSdKMoJk9rT/582WPaeWuizGTllCremm6dGjAoydvWLB4W8y+hJjtdNFv6ByNVc+PzFu0hQ5t6vDPjIE8evKay1e1B8H+iKWlGauXjkMqlTJ52ko1MaOtO2/0iun4qev8b8AMendryuOnb5g9f5POa2SwU32AIyK+3zxZXRyZPa0/X776Mn5K4lxNP0u//7WidMkC9Bn4N2FhETx/+YFps9fy1/j/MXJIJ42/6enzdzx9/k5tW1RUFDP/2cCwgR2xtDQjm2tmNUGzbddJbtx6omGqP3X2JvMWbWXC6B40ql9RL0Fj/03QePv4JervTSrCwiOoXv9PDXeLf0AQPf6cRv065bG1saRS+aIcO6mKKatYvgjVq5TE28efXv1nxCwKlEoloyYspmG9iuTM7kyHNnUTJMYBPnv5sHHbMY3tG7YcYdiA9uTPl53s2ZzUBM3IIZ0xMjJk1boDanEdHp++0n/YXE4eXESndvUYNWEx/gFBWq978+K6BM0zPVGxfBH2bJmFtZU5Q0f/y3/Ld6rtNzU1pk2LmigUCrXXp1KFogDY2VrFuKIBbt5+mqCFUnIhk8nYtHpKoo61d62n87MQH3MWbFKLeUxOnDJn5MCOuRQplIsde07Rrc9UNbd2Yu4XXUgkEmZN7YdCoWCEnqEM0d9jX7394x1rZ2tFntxZWbZ6b4yYAVi9/gCz/upHofw5Y7blzO7M9El/cPjYZTYmMp4zOUkTgmZg3zb07dUCd48vDBoxL86xISFhdOwxiZMHFzJ7Wn9MTYxjHlSBQSEx7dYTy7Pn7+Pc7/XFl259pnJ49z9sXTuVkpW68uWrX5zHLFswimxZM7Nmw0E2bVf/kB89cZXP39wYLZvVIKOdNcvXqB42z19+YOSQzpiaGjNv0VYc7G3x9gnQGg9iaKh6K8O/faGZmBixY8MMbG0s6dhjYpKZ9fPmzkqNaqWwtbEid04X+vZuQb482QCV2bJo4VwABAeH8fT5O6ZP+oPrNx/z4NErpk/6g3FTljF7/ibq1CzLtIl/4PnZhw1bjsR7XRMTI4yNDYmKiuL5S/X3KK7Mg2cv3gGqGAp9iF7ZxPeeJjfBwaE6Y0dCQ8P54OZJvrzZ1P6uZo2qAqpV7o9WG1CJwl17TzNqaBfq1SqXYEETF1ZWKjP/j0JUIpHQpGFlANZv0czaO3/pLu4eX3B2sqdG1ZI6V5HrNh3my1f9XLStW9QkW9bMCZx90uCaNROrFmsGHYeEhmu1jLZvXZsVi8YglUrp0XcaW3ac0BjTvVMj7GytkMvlatubNFC9rsMHdVTbPmjkPI4cu5KgeRctnJuHN7Yk6Bh92bDliN5W9AWzh/Bn75bJMg99WDxvuFbL0JSZqzW2FS2Ui73bZpPF2YGlq/YweOR8nfFj2tB2v8RFp3b1KFYkD1t3ntA7nixDjKDxi3ds9LMj9ucMQCqVEPHN6i+RSFi9dBzhEZH0HTxbr3mkNKkuaFo2rc6sqf0IDg6lZcfRej147z14QbN2Izm8ax5Txvcmc+aMjJrwHz6+ASlivj5z/hbzFm1lxOBOrFw8lmZtR+ocO2Vcb1q3qMntu88YNHK+xv7d+8+ye/9ZAIoUyo1RfoOYVYazkz3//TOMl6/cOHvhNhdPLufW7ad07j1FwxphbKTKYggPV3348uTKSs4czqxef4ATp28wZVxvnXMsU6ogAO1a1aZk8Xxax1y98ZBjJ69RplRB/p09FFCtUkqXLBAzZnC/djH/HxgYQlBwCJGRcrr+bwpVKhVnxOBOXL/5mANHLtKm8zgunlzOikWjcXXJFGeQW+ZMGVgwawhGRob8u2Q7nzy9dY6NTe6cLgC8/eARz0gVGe2sCQkJIzQ0XO9rpDRGRoYxGSVvf/CFR9cY0iXwbt5+CkD+fNmTZB62NpZMHtcbZyd79h+6wI1bj2P25cjmRAY7ayIj5dy++0zr8bfvPsXZyZ4C+bJrCJr/lu1kz4Fz3HvwQu/04C07jmNtbZn4P+gnyJjBRsPSCuDnH6gmaAwNDWICz318A+jQfSJnzt/SOE4mkzFQS3C6mZkJNauVZve+s4z/S/U9Ub5MYdYsG09gQMLciDduPeb+w5eMnrhY72MKFcjB1Il99IoDzOaaWW/XU64cWfSeQ3LQoU1drdsXLVWP5ezUth6L/hmGiYmR1sDauIjrftGFiYkRU8b1Ri6XM2XGKr2vFR1Do4+g+ezlwyfPr7RqVoN5i7by0d0LgD49m2NhYcblb2EEQ/q3o0LZInTpPQXPz/p/B6ckqSpounVqyJL5I5BIJPToO00t/gHg77/6cfX6Q7V4imguX31A685j2b5+Gn/0bE7NqqXo3neaXh+SpGDKzNU0rl+JBnUq8EevFixbpRmA17FtXcYM74rHp6+07Dg6Rmzoi5mpCTfvPGXZqj14fPrKk2dvad2iJkqUdOn9l5qoiVbZ0SbnB49eUa1eX96888Ahoy1jhneN93qtmtfQuW/h0h0cO3mNjVuPapgaRw/rgn9AkFoQ4pzpA+j3v5a06TKON+88ePfBk+EDOzJtYh8OHbvMV28/GrcaxtF9C2jToiaz5m+MmXvhgjmZMflPTEyMcMhoQ57cWXn89C19Bv7N2o2H9H79LC3N+F+P5gDs3ns23vHGxkZYWKiKA0b4XiIqKgpfv0AePXnDjj2nWbvxkN7ZUslJv/+1wtzclJev3bh7/3v6cM7szoAqw0wbbt++qLI42Sfqug72tqxeMh4jIwPsM9qQJ1dW3rt5MmbSEub/t01tbM5vD6iPHl46YyKi5+PspF4KoVunhmR3dQKgbs2yCZ5n3ZplWbF2X4r69+OrQxPN3q2zyJvHlSdP39KiwyjevNMutHt2bUyObE7cvP2E4kW/x4W0a1UbU1NjNm47GhPAX79OBQBevnHTeq4f0RYAPHRA+3iPi03DuhVj/l9X1k2VisWpUrF4gs+dGsRVh6ZCeVVCxsjBncibxxU//0Dath2vM+MymoTcL7ro1qkRWZwd2Lz9mM7Pijaiixe6vzz0zWUZzPMX79l36DzLVu/VWCRMm72WxfNG8OjGFu49fIGNlSUF8mfn5Ws3Vq7bT/682Zg8thf7Dp5n266Tes8jpUk1QRMdcBQVFcUfg2ZprNBqVC3F0AHt8e3ciKtlHmpdEZw8c4PKdfqwY8MMcudyoWeXxjGCJuDTaUxMjPWai74ZAT8SERFJ7wEzWbd8os5U2Gcv3vPylRsduk/A45NmpHl8vHztRs2G39MbO/aYxMkDC2nTohYKhZJufabGiBpjY3ULDaCR1rtk5W4Ga7ESDenfnllT+9Gq4xi9As6qVCyOa9ZMMcKmSYPKvH7rHvMa9unZnMPHLnP95uOYYl4KhYK5CzezeN4ISpfMz/Wbj3n15iPV6vUlk2MGNd+/rY0VdWt9f5ApFAoiIiLJ4uSAiYmRXtlKNtaW7N4yE6fMGbl99xnbdsd/E1pbmXP/4Ut8/QKRy6Owz2hDNtfMMZkJXTs0oFGrYYn28ScF7VrVZuqE/wEwbvJSNaFv/c2UHRioPRU6KEi1gjcyMsTQ0EAtWFEfTE2M1d4XUN0Hjg52WFuZq1lXra3Mv81Ft9Ugej4WFuruwI5t61G10s89CA8fv5LmAhYB8uZxZcOWIwwcMU+n5cnCwpQJo3pw/tJdLly6qyZo+vdphbvHF7WHadHCuVAoFDx7/h6beLJ8CpfpAKiCQAsXykXTNsPV9teqXob5swbToMUQ3D5+1utvih2noVQq+ertx/bdpxgyaoFe55g5pS89uzZBiW7XzbgR3bDVUmk5WqBXr1KSuTMG6jx+8/bjPxXonzePKzduPaFTz0lqMXy6SMj9og2pVBpTQmLOgs0Jmqu7xxeev3xPeHgkdrZWuGbNRLkyhShXphA9uzahbtNBMZYYUGXPhYWGM2RAe0oVz4+ffxDrNx9m3JRlhISEs3rJOAKDQug3dE7MMebmpkgkaLi3U5NUEzQHDl/gj57NmT1/o1rAYDQzp/QFYNyUZXGaNx8/fUv5mr0YO7wbE6etUNv34eNn9sUR4Z3dNTONv/mjE8P1m48pUrajzgfD7bvPKFy2o4Z7KLGEhITRtO1ILpxYRuvmNViz4WBMPR4jI1Xp9fAUCAps07ImDepUiBE01tYWajfn/L8HMXPuBlau24+rS6aY7VeuPaBW4wF4enrHbJdHRWm4JC5cvouRbSVkMhn2GW0oU7IAwwZ1YMLoHrRqVp3qDfrFWW21XJlCrFs+kRzZnLh99xmNW2v3j8fG64svpat0V9tmaGhAx7Z1mTt9IGVLF2TO9AH8b8DM+F+kJMbY2Ijpk/5gYN82REbK6Tt4NvsOqZcOMDSUARCl4/P24+dQoVA9OKKtYdro+ec0tXvvvZsnRraVkEql2NlaUbxoHv78X0sG92tHmxa1qNmwX4zVINpiGJdFK3oO2u4PuVyOmX01je0O9rZUq1yCR0/e8OSZZh2eKeN662WNTC3+HDKHVeviLo6XNUsmHB3saNFhNPVqlYvZ3qRBZQoVyMmkaStp3rgqh45dJjQ0nFrVy/Dk2Vv8A4LiFTTRQZ/+AUFERkSqBYECFMyfA4C37zx0lnDQRaECOWJc0NFu8+6d9UuBf/HKjVETFtOyaXUA7j14qSE+unZqGGeMVKkS+eNs7XLn3rOfEjQbt6qqnOubhZWQ+0UbrZpVJ2d2Z06dvan1sx4X5ar3VPtdIpHQvHFV/pk5iNw5XVi9ZBx1m6rXqdm47ZjWQOaxw7tSqkR+2nebwJevfjSoW4Hpk/6I+aw8evKaYWMWqtUdSy1STdB8+epH2Wo9tX6Zde/ciOJF83L1xsN4b36AgIBgrX7gl6/c4ixw16BuBb0FzbF9C3DOHLep3vRbwa1O7erpZSpPTMXRaFdN4YI5OXfxDlmcHcifNxuB31a7+lgvkhKpVIqLswOFCuTQ2Ldz4wzKli4Y5/Ef3b10FiyMiorC87M3B45c5PDxK5w+vIgKZYswdkQ3re+roaEBU8b1Zkj/dkgkEhav2MWYSUt+6jWJjJSzbtNhwsIi2LByEm1b1mLA8H8S7D78GUoWz8fapePJlzcbb9550PPPaVqz64JDwrC2stBZ+C26OnVISFiM0IhtDfsRUx0WToVCwVdvP06eucHJMzfYvHoKrVvUVFn5OqkCY4ODVdaHuIKxo3voBCQghbxEsbxsWj2FCVOXJ/hLPi1wMh43BcCTZ2+ZMmMVN28/iRE0JiZGzJkxgK/efhw9eZWrZ1by4uUH/lm0FWcn+0QVe3TNmombF9aqbbP6ZlkDuHhieZz376s3HylQ8nvcXO0aZZk1tV+C56GNmXPXaxUfsa+pD53b12f1kp9v93Lu4p1EpZTrc79oY0h/lStQWzhDQlEqlew5cA4Pz69cOL6M6lVKktXFkQ9ucVvhihTKxdgR3dix5xS795+lWuUS7N48k/sPX9Hjj2mYmBozbkQ39mz5myLlOult1UsuUjWGRpuYsbWxZNrEPkRGyuk3ZI7avgx21pQqkT/e1gfJQY7sznpnUNjZWunVhC6xFUdfv3XH2tqCDSsn0bJpdU6evcGCbz7ZsBR80AKUKVUAExNjKpUvSpcODdQyliZNXxkTnBabIoVyMXJIZ70j/aOioli78TAVyhahepUSGvsdHezYtWkmZUsX5PVbd/7XfyYXr9xLzJ+klej6IKamxjhnzpggf/bP0KtbUxbMGoyBgYzFK3Z9MwFrd1V8+vQVaysLXJwduX5TM5Ysy7dA4jfvvq8Ko61hP8PKdftp3aIm1SqXjNnm4alysTrHEa/j8q2NyJsEWAKiS/j/WJ7gV2T6nHVqv9vZWmFlac7EaSu49+AFLTqMZt3yiTGZVXsOxB8jFhsf30CNoNaSxfMz4Fvdq449J7J22QQy2lmr9X+zsrLg5IGFPNBR4K1c9Z4a8ZD6khSlN9I62u6X2BQrkoeSxfPh9cWXIycSlrkWF9duPOLLV1/sM9qSM3uWOAWNoaEBa5aOx8c3gIHDVdnHY4Z3JSg4lLpNB8W43h8+fsXFE8v5o2fzFEub10WqZznF5u+/+mGf0ZZZ8zbw6MkbtX17tv5NiaJ5qVqvb6JvmMSSp2jreMckdesDWxtLNVeORCKhcf1KDPyzTUyw3cvXbuzeewZTU9VqOjo7p12r2jHmVytL1aqrYrkiWn3M0T767p0bUSWO2IXAwGCNNMbhAzvg5v6Zi5fvMXNKX/Yd+u7i05a9AapV4ORxvfH64kuvftPjfhF+IDrmQiKRqG23sbbk5IGF5MubjY1bjzJwxLwkryJtaPD9VgkNS5kMqP/1aMZ//wzns5cPXf/3l87XM5qHj1+TL282ShbPy659mm7cUt8y2G7d0Z51lFgCtbwvT569RS6XY25uSv682bQK1xLR87n7VO9rRcdQ+PolrMFjeqB18xqcOX8bbx/N2iEen75Sr+mgmLTdoyeuUq/ZYK6fW82rNx+5ci3hRfYCA4M10sXDwiJiBM0Ht8+s23SY1UvGYW9vy6Ur9wFVcVFjY0P++jvu8vsADetVjLcBZkREpIb7NL1Rs1opPrh9VmuorAtt90tsOrZVZV3t3n82yfveRbuD4/semzCqB0UK5aJVxzExLv5SxfNz8eo9tTjC6zcfExAQHNP2JjVJU4KmXu1ydO/ciDv3nmvN/x85/j/OHlnM5jV/UbZaj3j7wKRXihXOzaB+balcsTi5CrfE2sqCbp0a0rd3S3JkU2V/XL3xkAX/bWPfoQsolcoY33PYtw9pdPHBHylaODdFC+fWed2G9Srq3Afg+dlb7X3p2LYuTRpWYfDI+Rw+dpmWTatrxC9IpVINS9zqxeNU8UuthycoBbvONzfevQfqK8PZ0/qTL282/lu+k6Gj/9X7fAmhTUtV+umHj58TNOfEkjO7M/NmDsLHN4Bq9frqFc9w+PhlWreoSesWtZg4baVabJdUKqVNi1oAMWUCkopo9+q9h9/dp8HBoZy/dI+a1UrRqV09jZVbpQpFcXXJhMenr3oVp4wmus7RqzfaK2anNQrky663a2zZv6ORR0XhmL2+1v2xa5A0rq+6X/9btjNBdVCiyZvHNd62B9t2nWT8qO4snDOUynX+oFiR3Az4ozUbthzV6++aP2twvJZtP//ANCloChXIobGo1kX/Pq1pWK8ipSp340E8tWK03S+xad6kGqCKNU1K6tYqh421JaGh4XHOs2TxfAwf1IHN24+pJYoYGsoICda0EEfK5XEKtJQizQiaTI4ZWL5wNMHBoXTpPVmrKr1+8zH/LNzCqKFdWLZglEbPotjkzuUSZ9R7dtfUKcKlDSMjQ6ytzHHKnJEb3/zaT56+pX6d8mxePQULCzMUCgWHjl5izr+buRqr7Hm0+yraQtOr3wy9i1olNMsJVA/IyeN6c/HKvZjmj2s3HaZWtdJq4xb9MwynzBnp2Xc6Pr4BDBvYgaaNqjBjzjqtjed2bZrBnH83q7lMjI2NGNq/PV07NkAul7Pwh9oQZmYmtG9dG7lcrhEUHtfcly8chUsWR3r0nRaTgVa5QjFsbSw5fPxKTIyJVCqlZ9fGzJ6qyjabs0B3teZJY3pSq3oZxv+1jPOX4q8AGhddOzbEyMiQNUt36B2cuWvfWSaP6022rJlZOGcoA4b/g1wehVQqZfa0/uTO5cL1m48T5bJdvWQc23ad5OSZGzHbpFIpPbo0ZvSwLgAa7ov5/22lZrVSDOzbhnMX78Qc6+xkz5J5IwCYMXed3g9jc3NTWjdXCcvlC0ezYs0+1m8+gp9/8veCSggymYw2LWowfFBHfP0CqdVoQLzHmJubYmlpxlM9xY9T5owM7NuWDx8/s2bj92KioWHhnD53i48fveI4WsWbdx46s5yiiYyUM2DYPxzYMYcdG6ZTtHBu3rx1Z+gY/RcOBw5f0Bkrsmrx2JgCjGmFiuWLMGJwJ+rVKodJhip6HZPJMQMAn765WhNzv0RTqEAOsmZxJDQ0nIvfrGK6mDG5LxXKFabfkDkxWa0F82enRNG87Nh7Ri3Wr1WzGiycq6ohtmTlLp2ua2NjI9YsGcdnL1+GjFJ/n+89eKmxKM6WNTMZ7Kxj6tWkJmlC0BgaGrBt/VQyZ8rIn0Pm8OKVbrPdX3+voV7t8rRqXoPT52+xev0BnWOzZnFkYN82yTHlJCN/3mz06NKYTu3qkcHOmqioKA4fv8zy1Xs5fuo6WbM4YmhowIYtR/hn4RadMSfRAZZBKdSwU6FQ0LvfDJ6/fB/z8J88fSVh4RF8fa+KlJdIJAQFhdKwbkVuXFjLgv+28df4/3Hu4h2d5uoqlYrTpGEVPD595eVrN8xMjcmTOyvWVhaEhobTZ+DfaoHUeXJlxdjYiMhIOVvXTotzztNmr+H6zccUK5Kbrh0bAtCmRa2Y9hnZXDOzesk4fP0Cefz0DQYyGblzucS0lfh3yfY4K+y2aVkLV5dMGhakxBAdZN2oXkUKF8ylc9ybd+4x1bUjIiLp0nsKR/fMp2fXJjSsV5FnL96TK0cWsjg74Ob+mY49414E6KJIoVx0bl+fr95+PHvxHplMSu6cLmTMYINcLmfUhMUxKfrRnDh9nX+XbGfQn205vHseDx69IiAwmJLF8qlqqWw9yoo1+zSutW3XSQ3BbmAgY/XisTg62HH63C2yuWZmzvQBTBnXmx17TrNs9R7u3HvOgSMX+ejhxdt3CcvQSQosLEzp3qkRA/q2IVvWzERFRbFMz4rM2bKqsv70Fa+L54/AysqcP4fMVgt69/riq3ejyNhZThkz2GBiosqWHDW0Cw4OtoydtPTb+7iDIf1VwbhN2gxPkEvXKbO9zgJ72dLIolImk9K8cVWG9G9PuTKFALh15ykGBjK9jnfNmgn/gKCYCuOJuV+iqVyxmOr6d+NuZZHBzjqmWnSvbk1jUuQz2Nmweul4/p0zlIdPXhMVpSBXjiwxomvX3jOM/0v34m/KuN7kz5edJm2GaywWZsxdx75ts5k5pS9zFmxW9ZZbOCqmXk1qk+qCJl8eV5YvGk35MoV5884Df/9AOrevj5mZCaYmxpiZGmNuboqpqTEW5maYm5nEmLZmT+3P6bM3ddYEOH3uVqK7wBoaGqRIrMTi+SOoVL4ovn6BzFu0laUrd6t1Nn3v5km2As21+tV/xClTRgB840hnTmqiU8aj8fMPQiaTxvyu6iH0H4+fvmHxvOHM+3sQQUEhdNFS6Tiazr2m0L1TQ4oUzk2p4vmQSCR8cPNk07Zj/Ldsp8YXvuW3QniGhgY6s3WiWbl2H6CK77h+8zHOTvZq9Tyu3XjErr1nKFO6IKVL5EcikfD5iw9n9txi+Zp9cfZdsc9oQ+6cLpw8cyNJ6tREF/jLlzcb+fJm0zkudufdazceUbZaDyaM7kn1KiUpX6YQHz2+sGDxNmbOXZ/oFhgDhv9D725NKVuqIEUL5cbQUIb7p68cOnqZJSt2cU9HgOiIcYu4c+8ZfXu1pFCBHCiVKlP7qrX7taaIAhqLlLKlCzJv5iBKlyzAoyevad5+JOHhkTSqV5EBfdvQrVNDunVqGOOGXbXugJrVp2/vFvzZS7+y+jbWFjy8Hn/Nj1nzNrJp+7GYis25cmbh7eO9WFtZ4O3jz9x/N7Ns9Z6YoMvo7xJHxwwanYsBypUpDKCXi2NI//Y0rFuR3fvOsmPP6TjHxvYCZHd1IlfOLGRzzYy9vS0bV00mV44s5MzhjM0PVZabN6nKi5cfkMvlNG1YhW6dGhIZKcfQ0IAdG2cwdNQCva25pUrkj7O3U2pa2KLfv7tXNuDi7EhERCRbdhxnyco9MTXNoq3e0YIgNtFC5cr17xaKxN4vAMUKq2Ia4/ssePv4c+joJcqXLcz+H1x2z168Y/3mw1SqUIziRfIgk8n46u3HoaOXWLfpcJzvW/myhRn0ZxvWbToc0yPuR46dvEarTmMYP7IH/fu0Jig4lKMnrtKl95QEN7xNDlJd0Iwa2pny327mHNmc2LzmL51jo6KiCAoOJTAwhPdunri6ZGLl4rHUbqxp0m3cejj+/ol7sBTIl50MdtYJyr5ILEtX7mb77lNs3HpUpwkwPjFjZmZCiybVkMvlPIvV5yi5yOLsQKDnGaRSKTKZFKlUqnPshi1HePHqAzs3zsDRwS6mlou29gLHT11LkEvk4pV7Cc7SCQuLoHKdPhrbX752i9eNqYsKZVXVRPcnkc+7ThPdrtL4ePHKjc69JifJPKK5duNRnD2z4mLrzpNs3Zmw6qL58rhSp2ZZ2rasFVPbZM/+s/QZOCvGInHw6CUOHr1E8aJ5GTqgPS2bVmP7hum8fuvOoqU7WLf5MCEhYWS0syFvHle9rmtgYKDXWFtb1cO/c7t6gKqoocenr8ycu57la/ZpWDAePn4NwPoVEzl19gZRUd8FvY21BU0bVkGhUKgF1WujSYPKzJj8B89fvNern46jgx1ATDzViMGd6NWtScz+KhWL8ezFe7buPMmzF+/I7JiR0cO6UK5aT6RSKeNHdad96zq4uX+mfvPB5Mvjyr9zhrJr80zuP3zJhi1H2LrzZJwl9uNyOcUmOkEhOnA2NrlyZIk37kdfKpYvEhOTmMHWmsUrdjFv0VaN1OPo927UkM7kypFFbaFrZGhIvdqq1Pq9B76/dz9zv/QZ+Dd9Bv6t19gWHUZrbPP64kvv/omrlXX1+kNMM1aNc8yho5d1WpdSm1QXNNNmrSVvblcePn7NR3cvfHwD8PH1x9cvEF+/QPz9gwgIDCYgMFitIqGhoQG3LqylaqXi9OrWVKNejb4xDL27N2VI//Yx/XuUSmVMwaD4/JdJgbaignExfdIfVK1Ugi/evoSFqr7Yy5YuSBZnh5h6KcnNwSOXeP/BE7k8ishIOfKoKOTyKORyOVHyKFb8N0bjmGs3HlG17h8c3PUPbVvWIleOLFSs9b8kKzqY2pQvWxiFQsFBPVetAk16d29KkwZVKFEsD/YZbQHVIub4qevMWbBJp4Xs7v3ndO41mUnTnBg+qBOd29djwewhTBzTk6p1/2DqLO2l+ZOChct20K5Vbc5dusvoiYt1LkqWr9lHqeL5qVurHH2+teOIJioqincfPJk1b0Oc2ZvNGlVh0+opeH3xpUmbEVotG5UqFGXaxD54e/sTGSmnQjmV0P7wzSq0bvNh7tx/ztPnb3ny9K2Gxa7Ft2DUalVKsmjuUAwMDDh68iq9+83A64svd+495/LVB0yb9ActmlTjn5mDuH3vuU5BU7l2nzgrUnduX59xI7sTJY8Cyfe4xms3tYsBX7/ABLU/ASiQP7tagcJoLl99wLZdJ8nkmIH/9Z+p09J/++4z/pq5mj96tdBaKNDriy8Ll+5g0bKdWo4WpCSpLmhev3WnQk3djRN1ERkpp++QObRqVp0tO44n+vovXn4gRzYnNQtDQEAwu/aeYebc9Yk+b3Lh8ekrJYrlweCHNGLPz94sXLqDSdNXpsgc4rOiLF+kuWoAVRBi1bp92b99NkeOX/llxAxAhbKFuXn7aYpkQP2qvHv/ibq1yvLuwycu7DvLqXM3OXjkol6NEEH1+fpzyGxmzF3HqKGdyeqSSaMSblITFBRK6ao94i20GBwcmmjrXzTvPnjy+OkbOvaYpNaU9Ec8PL5QtlRBZDJV7EdAQDBrNhyMyZC6ceuxXv3uzl+8w4YtR9l78LzGvf7ezZPOvSYzzsWRqhWLcyWOYNDPXj5xXufp83dERkQiM5Ahk0m5//AVm7cfj0kRj423j3+CmmmCSjRpEzSgSp6IK04lmmmz1zJt9tp4xwlSF4mhTcWE5/v9okgkEqRSaZpoQBgfBgYyDAxkKBRKvW7ItISpqTHh4ZG/lKARJA021pZpLmspPSKTyZBISPIaJqlJ7FpbAkFshKARCAQCgUCQ7tEdySkQCAQCgUCQThCCRiAQCAQCQbpHCBqBQCAQCATpHiFoBAKBQCAQpHuEoBEIBAKBQJDuEYJGIBAIBAJBukcIGoFAIBAIBOkeIWgEAoFAIBCke4SgEQgEAoFAkO4RgkYgEAgEAkG6RwgagUAgEAgE6R4haAQCgUAgEKR7hKARCAQCgUCQ7hGCRiAQCAQCQbpHCBqBQCAQCATpHiFoBAKBQCAQpHuEoBEIBAKBQJDuEYJGIBAIBAJBukcIGoFAIBAIBOkeIWgEAoFAIBCke4SgEQgEAoFAkO4RgkYgEAgEAkG6RwgagUAgEAgE6R4haAQCgUAgEKR7hKARCAQCgUCQ7hGCRiAQCAQCQbpHCBqBQCAQCATpHiFoBAKBQCAQpHuEoBEIBAKBQJDuMUjtCQgEgrSHVAoyKSgUqh9lPOONDcHUWIKxoQSZFKSSb/9KwdNXQWi4BAtjBxTKKJRKBUoUqn+VCpSotskV4Wi/kgSpRIYSJUqlQscYgUDwuyMEjUDwGxEtMqKiQBFLF5gZS3C0leKcUYZzRhmZ7WQ42MqwMpNgYSrFwlSCpan2/zeQSXRes/mkr5y5Y0rbUrvinJtSqSBCHkS4PIAwuT/hkd/+lQcQHun/fVukL6GRfoTL/YmQBxGljNA4l1RigEIpT9RrJBAI0idC0AgEvxgSCRhIITLq+zYzYwm5nA3In9WALPYqsZLJToZTBtW/me2kmJukrgdaIpFibGiFsaEVVmTR+zi5IpzwyADC5f6ERvoSEOqOf5gb/iHv8Qt9R3C4F0oUqmsgBYkEpTIqnrMKBIL0hhA0AkE6RfZNf0SpntUYyCCbowH5XQ3Ik8WAPM6G5M5iQG5nAxxspEgkuq0o6RkDqTEGxvaYG9sD4GxTWm2/QiEnMNwD/9AP+Ie64R/qhl/oe/xD3hMm94sZJ5HIQKmMET8CgSB9IQSNQJAOkElVkSOKb89aF3sZZfIaUSKPIUVyGJEniwFZ7WXI4nD9/K5IpQZYm2bF2jSrxr7IqBD8Qz8SEOqmsuqEuuEb8ga/kLcolHKVRQeEyBEI0gFC0AgEaYzY4iWrg4yy+YwokduIErkNKZbTCFtLkaCYFBjKzMhokYeMFnnUtkcpIvAOfolXwCM+Bz7EM+A+YZG+gMqSI1xWAkHaQwgagSCVkUlVAbpKJdhZSqhW1IQy+b6LFxsLIV5SGpnUCAfLgjhYFqQQbQEICv+MV8AjvAIf8SngHr7Br1GiQIIUJUpE9pVAkLoIQSMQpDA/ChhbSwk1iplQragxVYoYk8/F4JeNdUnvWBg7YmHvSA77mgDIo8L4GvScz4EP8Qp4iGfgAyLkgYCw4ggEqYEQNAJBMiOVqNbuQsD8WhjITMhkXZRM1kUBUCqVBIZ5qARO4CPcfK4QHOH1zYIjYnAEguRGCBqBIBkwkIE8CgwNoFpRYxqWNaVaUWPyZxUC5ldFIpFgZeqMlakzuR3qocyhxC/0HR98LvHO+wJfg56qxgmBIxAkC0LQCARJRLSIsbWQ0KSCKQ3LmlKrhDEWpiIG5ndEIpFga5YdW7PsFM3SmdAIX9x8r/De+yLufjeIUkYgQYYS4ZoSCJICIWgEgkQikYAEVTxMbmcDmlU0pVE5E8rkNRLp0wINTI1syePYkDyODZFHhfPJ/47KeuNzgbBIXzXLjVQiQaEUQcYCQUIQgkYgSAASVEJGCVQsaESziipLTE4ncSsJ9MdAZoyLXXlc7MpTQTkc7+DnfPC5zFvvc/iFvGXIgE4olUq27TyGh+fX1J6uQJAuEN/CAoEeyKSqiryFcxjSpbYZrauYkTmDLLWnJfgFkEgkZLTIR0aLfJTI2pOgcE+CPO9RtpoxC+cW4eyF2+zYc4IvX31Te6oCQZpGCBqBQAfRMTHOGWV0qW1G+xpm5HMxTO1pCX5xLIwzIXevx9VtCjLne0350iWoWqkEJ85cY/feM/j6+6f2FAWCNIkQNALBD0RbYqzNJbSrbkaHGmaUy28kMpMEKY4iSor749x4vshBtiKfqFXFgNrVy3P42EX2HjxNYFAoopifQPAdIWgEAlS1YqRSaFLelE61zKhT0gQjQyFiBKlPVKSM17ez8P5hJnIW/0TjejVoUKcKx47fZvv+vYSFykWmlECAEDSC3xgDKcgVkM1RRt8mFnSuZUZGaxEXI0ibyCMMeH7dhbcPMpGrpAeNGsqoW7sM506/Y/PejQSF+ooaN4LfGiFoBL8dUqkqW6lJBVP6NDKnWlFj4VISpBsiQg15csmVN3czkbu0B3UaQLUak7l2Lpg9R/bh5nNDCBvBb4kQNILfAqlEVS/G3lpK3yYW9KxnLrKUBOmasGBjHp7Lzus7mclTxp2qDeSUqdyZh1f+5OT5Szz12E9IxBchbgS/DULQCH5pot1KpfIaMbC5Bc0qmIrYGMEvRUiACfdO5eTV7czkLfuRsvW8KVi2OM+vN+Ta9efc+7iOr0HPhLAR/PIIQSP4JTGQQpQSmlcyZXhrS4rnNkrtKQkEyUqQrxm3j+XByj6YfGXdKFnvDblKWlP62mzuP3jLPbcNePjfFu0WBL8sQtAIfilkUlUl3651zBjW2opcooKv4Dcj4Is5Nw7lwzZTIPnKu1Gm8Utylzan0LW/eP7sE/fdNvLO57wQNoJfDvFtL/glkErA2FBC38bmDGxhiZOIjxH85vh6WnJ1b34yugSQr5wb5Zs9I/dHK3JdG827N3144L6JV17HAaVwRQl+CYSgEaRrJBKwMpMwuIUlfZtYYGcpOlsLBN+R8NXNmktuVjhm9yVv2Y9UavWE3O9syHptEJ/ce/HQfRvPPPehUMqFsBGka4SgEaRbHG2ljGhjSc/65pibCCEjEOhGwue3dnx+a4tTbm/ylHWnSrtHeLy0w+F6b4p96cKTT7t55LGdyChRgViQPhGCRpCukEhUqddTulrRuZa5yFgSCBKEBI+XGfn0KgNZ8n0hd2l3qnV4wMfnGbG90ZFCTu15/nk/D9y3EBbpi6pikxA3gvSBEDSCdIFUAmYmEsZ2sKJfEwtMjYWQEQgSi1Ipwe2pA+7PM5K1oBe5SnngnMebD0/ssbrVkgKZW/LS6xh3PqwiNNIXIWoE6QEhaARpGplU9TOwhSUjWltiK2JkBIIkQ6GQ8u5hJj48tSd74c/kLPkJl/xfePfQEdPb9cllX4eH7lu5/3GjiLERpHmEoBGkSQxkoFBAt7pmjO9ojXNGkbUkECQXCrmM13edeP/YgRzFPMlR7BOuBb14cy8zJvc6k8exEbfeL+fVl2Mi3VuQZhGCRpCmkEkhSgGNypkwtZs1eV0MU3tKAsFvgzzCgBc3svD2gSO5SnwiZwkPshXx5PUdJ6zMx1DQrxVX3yzAK/ARIr5GkNYQgkaQJpBIQKmECgWMmNXbhlJ5RWVfgSC1iAwz5OmVrLy5n4ncJT3IW/YjOYp94tUtZ+ytFvPG6yLX3y4iOMILIWoEaQUhaASpjlQCDjZS5v9pQ4tKpqLztUCQRggPNuLRhWy8vpuZ3KXdKVDpPTmKf8LlZgFcM27hsftu7nxYQ5QiQsTXCFIdIWgEqYbsW3zv0FaWjO1gKWrJCARplNBAYx6cyfGts/dHitR4S84SxrjcqEOuJ/W4824Nzz7v/9YAU8TXCFIHiaFNRWEvFKQo0e6l6kWNWdjfRsTJpGGUSiW+QUo+eUfhG6QgKFRBYKiS4FAlgaEKgkKV335XbQ8KVRIeoSBKQczPgzeR+AVJyWRVDIlEhlQi+/avFAmq340MLDA2sMbY0AqTH//99v9GMgthuUtDWGYIJm+5j2TK7keAtykvrmfh6SNfrr1ZhIf/LdHZW5AqCEEjSFGkEnCwlbLgTxuaVxTupdQkPELJG085bl5RfPJR/Xj6ROHhreDjFzke3lF88VcQKdd+vFQC0m/NQFGCQqkSMPoj+fZfCRKJyjqnUEahLSZDghRDmTnGBpaYGNpgamiLsaE1JoY2WBo7YW3qgrWpC2ZGGWPOJUh+bBwDyVvuI/YuAfh9Nuf59Szcuf+Ua2/+JSDsY2pPT/CbIQSNIEWQSVWPr6GtLRnTXriXUgqFQonblyheust5+VHOS3c5z90iefpBJVgUP9z9BjLVeyRXqCxoaR0JMiQSiZoIkkmMsDRxwsYse4zIsTZ1wdokK8aGVqk74V+YDM7+5C33EbvMQXi7W/L0WmYu3jrOrffLUSoVwg0lSBGEoBGkCNWLGrNogA15sgj3UnLhG6jg7qsI7ryK5O7LCO6/ieStpzzGwiKRqESLLovLr4UEqUSGQvn9jzWUmWNtmhVbs2xYmbhgbZoVe8v8WBg7puI8fyWUOLj6kbfcR6ztQ/B6b82d88bsvzwXz4D7qT05wW+AEDSCZEMmBVMjCQv+tKFzbTPhXkpCfAIV3H0ZwZ1XEdx5Ecn15xF8/KJaBUcHWyfM/fP7IEEGKGNiPEwMbclkVRRHqyI4WBYkg3keZFIhvBOPksw5fchT9iOWdmF8em3LscMvOXJ9PlGKSGGtESQbQtAIko3aJY1ZPtiWLPYime5nUCqVvP4UxYX74Zx7EMbFB+G4e6sexjKpytmiSGbxEu2OUqISSsntkpJIZEiQoFQqU+QBqApiVQJKpBIDMpjnIZN1MRwsC+FoWQhTI7tkn8OvhkSixDnvV/KUccfUMpz3T81Zv30n916cRhTlEyQHQtAIkhSZFEyMJMzva0PXOsIqkxhiC5gzd8Px8lMpFgMZyJPw+S77FtQb+5xSCdhZSsmcQUYWexlOGWTYW0uxNJNgaSrF3FT1r6WpBAtTCRamUixMJViaSTE2BJlUgkyqOk/Lv7w5c8eU9qX2olBGoSRKFVehVKAgCoVCTrg8gHC5P2GRqn/D5QGERUb/60dopC/h336PiAom9sNQKjHQGVCcWCQSGUql6oUxN3Igk3VxHCwL4mhZGFvz7EglQqjrg0SqIGuBL+Qu5Y6RWSSP70SwdMMiPL94ikwoQZIiBI0gSalZ3JgVQ21xEVaZBOHhHcXxm2Gcux/GmXvhfPZNOgEjkYCBFCJ/OI+5iYRczgYUyGpITicZWTIakMlOSmY7GZm/iReZLGnEaPNJXzlzx5QOZQ4myfmUSgURUUGERwYQHOGFf+hHAkLd8Av9gF/IW4LCP/9g1ZF8EyY/Hzik6mGkAJQYSk1xsatAVrvKZLEti7GB5U+f/1dHKlOQrfBncpX0QGYYxcULL1m3YyP+/kGpPTXBL4IQNIKfxkAKRoYqq0y3usIqow9KpZL7byI5dC2M/ZdDuf8mEvh5AfPj8QYyyJ7JgPxZDcjjYkgeZwNyOxuQO4sB9tbSFHufklrQxIdCKSco7DP+oR/wD3NT/RvyHr/Q94RG+sSM+9ECkxiimzRKkOJoVQTXDFXIalcRKxPnpPgzfllkhlHkKOpJjuKfQCLn4NHz7D14lqBgIWwEP4cQNIKfpnpRY1YOsyWrg7DKxEV4hJLzD8I5dC2UfVdC8fRRxDTjTAyxxUtBV0PK5DOiRG5DSuQyomA2Q4wMU19cprSgiQt5VBgBYR/xC33Pl8CneAbcxzv4BUqlSpgAiXSDRL/OSqxNXMiWsRouthWxt8yPVCI6xWvD0Fge0/wyIjKcvYdOc+joRcLCwlN7aoJ0ihA0gkQhk6p+5vW1oXcDc2GV0UFQqIIDV8PYdzmE4zfDCY1QJtoKE32cTAqFshtSNp8RJXIZUTy3IQVd04Z40UZaEjTaiFJE8DXoBV6Bj/gc8JDPAfcJk/sBibfiRFtvjA2scLWrjItdRZxtSmMoM03i2ad/jM0iyFnCnayFPhMcEsye/Wc5dvISEb9HfQFBEiIEjSDBSKWQPZOMHRMyUji7SG+NTaRcyak7YWw5E8K+y6GER5IoS8yPAqZ4LkNqFDehahFjyhcwwsI0/RQmTOuCJjZKpZKg8M94BT7CK/ARnv738A15gxKFWjaUvkSLG6nEACfrkuRyqI9rhsoYSI2T749Ih5hYhONa/Dk5CgXj5x/Izr0nOX32BvIokeYt0A8haAQJpnMtMxb2txHVfn9AqVRy83kEW86EsPVMCL5BCbfERI+XStQFTIWC6UvAxCa9CRptyKPC+BL0DK/Ah7j5XsMr4OE3gSNLUFp5dI8jQ5kZuR0akMexIRnMcyfjzNMfplZBZCx0gcLFbPH64sv23ce5cOkOivRQvlqQqghBI9ALmRQMDWDxQFs61zJP7emkGV66R7L1TAgbT4Xw/nNUgkVMtOUmo7WUZhVMaVhOJWLSs4CJza8gaGITLg/go+913vtcxM3nKnJFaILdU9FiyNYsJ/kyNSWnfW2RLfUD/tJz5Cr9hrKlC+L20ZOtO49z7eZDlELYCHQgBI0gXqQSyOtiwPYJGcgnOmMTHqFkz+VQlh0M4uqTiAS5k6QSlbNCqYQCrgY0q2hK43KmFM9liFSaNmNgfpZfUdD8iEIhxzPgPh98LvHO+zzBEV4J7DatKjInlRiQLUM18jo2JrN1cdFkE/ALec+rsHk0bVqS4kXz8vrtR7bsOMqde89Se2qCNIgQNAKdRNfy/F9Dc+b8zwZT41/zgasvrzzkrDocxJrjwfgFKZFK9avQK5WoOlEbSKFKEWOaVjClQVkTXB1/j6ywX13Q/IhSqcQv9C0ffC7z7ut5vgarHrz6Cpxoq425kQN5MzUht0P9377XVIQ8hIuvZmBm/4GObetTIF8Onj5/y+btR3n89HVqT0+QhhCCRqAVAykYG0lYOdSWVlXMUns6qYZCoeT4rTAW7Qvi1J3whFtjlFC5sBGdapnTvJIp1ua/36r7dxI0sQmN8MHN9wrvvC/w0e86SqWqMJ8+RIsgJ+vS5MvUGNcMVX7b6sRKpZJHHtu58W4xJYrmo32buuTK4cK9hy/Ysv0IL1+7pfYUBWkAIWgEGkilkCeLAXsnZySn0+/5BeoXpGD9iWAW7Qvig1eU3kImelxBVwM61zanbTUznDP+3nVIfmdB8yNhkf68/nKSZ5778Qt9q3dAcbSwMTOyp2iWzuRxaIiB7PfMkPrkf5fTz8YRIQ+mTKn8dGhTj6wumblx6xFbdh7j/YdPqT1FQSoiBI1Ag8blTVg/0u6XCkzVF0+fKBbuC2LJ/iBCI5R6NWGMDgTObCelc21z2lc3o2A2EWsUjRA06iiVSryDX/Di8yFeeh1TBRQnIObG2MCKws7tyZ+pOUYGFsk827RHcPgXTj8bx5egp0glUKlCcdq1qoujgx2Xr91n285jeHh+Te1pClIBIWgEwPd4mXEdLZnQ0eqXDVDVxVtPOfN2BbLmWDBRCv1iYyQSlZhpXcWUnvUtqFjQ6Ld73fRBCBrdyKPCee9znmeeB/AMuJcAYSPBQGpMQafWFMzcBlMj22Sfa1oiShHJjbf/8cRzNwAymZQaVUvTpkUdbG0sOXvhFjv2nOTLV99UnqkgJRGCRoBMqnowrx1h99vFyzx6F8nsbQHsOB+KRBK/WynaGpMjs4y+jS3oXNscO8vfz5KVEISg0Y/AMA9efD7C888HCI300cslJUGKRCIlr2MTCju3x9IkcwrNNm3w+ssJLr78G4VSrqrvY2hA3VrladW0Jmbmppw4fY3d+07h6xeY2lMVpABC0PzmyKRgbyNl/18ZKZ7LKLWnk2JcfxrOzK2BHLkRplftGJlUlanUuJwJ/ZpaUK2osWj3oCdC0CQMhTIKD79bPP98kPfeFwFlvFab6D5UOexrUTRLJ2zNcqTATNMGPsGvOfl0FMHhXjGvk4mxEQ3qVaJ5o+oYGhpw5MRl9h44Q2BQSCrPVpCcCEHzGyOVQOm8RuyenAEHm98jcPX2iwjGrPbj3P2IeIVMtBvOxkLC/xpa8L+G5qIBZyIQgibxhEb48vjTTh577ESuCCO+DKloq46LbQWKuXTBwbJQykw0lYmQB3HuxV+4+V5R225mZkLThtVo3KAKSoWS/UfOc/DIeUJDRQPMXxEhaH5jutUx478Btmm2qWFS8uJjJBPXBbDnUmi8GUvRdWNc7GWMbmdJ59rmmBj9+q9RciEEzc8TIQ/mqedeHrpvJVzuz3e5rZ1oYZPZujhlsw0kg8Wv315BqVRw7e1CnnzapbHPytKcFk1rUL92RcLCI9h74AxHTlwmIiIyFWYqSC6EoPnNkHz7zz99rOnX1OKXd5t4eEcxdZM/a4+FIJWAPA4hEy108rkYMLaDFa2qmGIg+7Vfn5RACJqkQ64I5+Xno9z/uIHgCC/0FTZ5HBpS0vV/mBllSLG5pgZKpZIH7pu49X651v12tla0bl6bWtXLEhAYzK69pzh59hryhPQrEaRZhKD5jZBKQCaDLWMz0LSCaWpPJ1nxC1IwZ0cgC/cGIo+K2yITLWRK5zVkbAcrGpQx+eWFXkoiBE3So1DKefv1DHfd1uMf+j7e7CgJUqRSQ4pl6Uohp7a/fB2b558PcenVLHSJPUcHO9q2rEOVSiXx9vZjx56TnL1wC4U+6Y2CNIsQNL8JMimYGknYPzUjlQv/ul9moeFKlhwIYsbWAILDlHGmX0cLmVoljBnT3opKhYyEkEkGhKBJPpRKJW6+V7jntp4vQU/0SPuWYGaUgTLZ+pEjY61f+vP+3vsSZ56PR6lU6HxNsjg50L51PSqUK4q7hxfbdh3n8rX7ogFmOkUImt8AmRTsLKUc+9uewtl/3YJvh66FMnCxH+5fo+IsiBctZGqXNGZaN2uK5/59srtSAyFokh+lUolnwH3uu63H3f9mPCnfKjdVRot8lM8x+JcOHPYMuM+JJyOQR4XFKfRyZHOmfZt6lCpegLfvPdiy4yi37jxJwZkKkgIhaH5xZFLI6iDj+N/2ZMv0a2bovPaQM3iJL8dvhccE9Gojel/JPIbM6mVDlSK/rqUqLSEETcryNegFN98txsP/dpwWm+h9OTLWpHS2vlgYZ0rhmaYMPsFvOPp4EOGRAfHW9cmXJxsd2tSncMFcPH/5ns3bj/Lw8csUmqngZxGC5hdGKoWiOQw5NC0j9r9gWnZouJLZOwKYvT0QpVJ3CnZ02GQuJwNm9rKmSXkRI5OSCEGT8iiVSj76XuPa2wUEhLnHOVaCDIlEQmHnDhTN0glD2a9XXDMwzJOjjwcRFPZJr0rMRQrlpmPb+uTJ5crDxy/ZvP0Yz1++S/6JCn4KIWh+USQSqFHMmJ0TM/xyPZmUSiWHroUxcLEfn7yjdFpkQCVmHG2l/NXNmk61zETWUiogBE3qoVDIefZ5P7fer0AeFRpvfI2xgRVlsv1JbocGv5zoD4v04/jjYXgHv9S7b1bpkgVp37oe2V2duHX3CVt2HOPtu7gFoiD1EILmF6V9dVNWDrX75WrMvPaQM2ixLyduhyORoDNWRiYFMxMJ4zpY0bexBabGv9brkJ4Qgib1CZcHcNdtPU88VDVa4ouvyWRVlMq5xmJl6pxic0wJIqNCOf1sHO5+N4mvSGE0EomEiuWK0q5VXZydHLhy7T5bdx7jo4dX8k5WkGCEoPkFGdjcgtm9rX+pRolRUUrm7wli0np/FArdadgyqaqxZI/6Zkzrbk0Gq1/P1ZbeEIIm7eAf6sb1t//h5ns5nvgaGRKJlFKufSjo1Bqp5Ne5jxQKORdeTef1l5MJOk4qlVK9SinatKhNhgw2XLh0m227TuD1xSeZZipIKELQ/GKMaGPJtO5Wv5S5+JlbJN1m+3DnZfxVPYvlNGTJQFtK5RWZS2kFIWjSHh5+d7j6dj5+IW/jHZvRPC9V8oz7pfpDKZUKbrxbwiOPbQk+1sBARu0a5WjVrBZWluacOnudnXtP4uMbkAwzFSQEIWh+Ica0t2Ryl19HzERFKVmwJ4iJelhlzE0kzOptTfe65r+UZepXQAiatIlCGcVLr6PcfLeUcHkAulwwElTWmeJZu1PEuSMy6a9T+uHBxy3cfL8kUccaGRnSoG4lWjSujpGxEcdOXmbP/jMEBAYn8SwF+iIEzS/ChE5WTOhkldrTSDKeu0XSfY4Pt17otspEu5d61jdjqnAvpVmEoEnbRMhDeOC+kQcfNwOSOONrbM1yUD3vpF/KWnP/40adrRL0wczUhMYNqtCkQVUkEjh49CL7D58jJCQsCWcp0AchaNI5BjIwM5Zwe6kjro7pv85MVJSShfuCmLDWn6g4rDKgci8tHWRLyTzCvZSWEYImfeAT/IrzL6bhE/JK55joFG9VbE2bXya25tb7Fdz/uOGnzmFpYUbzJjVoUKciEZFy9h06y+FjlwgPj0iiWQriQwiadI5D08b4HDlMJhsJZ+fap2tR88pDTtdZ3tx8HrdVRiaFad2tGdDMAplIw07zCEGTflAo5Txy38HtDytQKpVxFqJzsCxEtTwTsTRxSsEZJg9KpZJrb//V2qk7odjaWNKyWS3q1CxHcHAou/ed5vjpq0RGypNgpoK4EIImHePSqwcuvXoQ8OAhz/r1S9eiZtvZEPos8CUiUhmnVaZ0XkPWDLcjr8uv48f/1RGCJv3hH+rGhZcz8Ap8qHOMBBlSqQHlsw8mj2OjdB+7p1QquPhqFi+9DifJ+ewz2tK2ZR2qVSmFr28AO/ac4Mz5m0TF9QUn+CmEoEmnZOneFZf/9Yr5EkmvoiYkTMGQpX6sPR6ic0y0VWZqd2sGCqtMqhIpV+LpG4VfkJKgUAVBoUoCv/2r+lEQGKokMlKJQqlyGR68GorbFwPyZWqGFCkSybcfZBjIjDE2sMLYwBoTQ6uY/zc2tMJAKlpTpCZKpYJnnge4/m4hCkVUnNaarLYVqZpnAkYGFik4w6RHoYzi3PMpvPU+i751auLDKbM97VrVpXKF4nh8+sL23Se4dOUuCtEAM8kRgiYd4tShHa4D+mmsiNKbqHn8LpK207x55S6Ps9pvqTyGrB0hrDLJTViEktcecl55yHH/GoWHdxSePlF4fI3i49coPvlE4R+s+42SSFTCUwLf/vMduVwlYmITl1tDJjHCyMACYwNrTA1tMTG0wdTIDiuTLFibZsXa1AVzY4dfJo4jrRIQ5s75F3/hFfhY5xgJUsyNHamdfxZ25uk7YFihkHPq2VjcfK+SVKIGIFvWzLRvU58yJQvywe0TW3Yc4/qtR0l2foEQNOkLiQT7BvXINX6sTvNuehA1SqWS9SdCGPCfL/Io7YG/BlKQSGFqN2sGNRdWmaRCqVTywSuK525yXrrLeekeyTM3Oc8+RPLJWxHz9S2RqN4DJbp7ZKU8EqQSGQplFNEPGqnEAAvjzNiYZcPmm8ixNs2KlakLJgY26d4NklZQKKN47LGdm++Xg1J7pWEJUqQSAyrnHkNO+9qpMMukQ64I58STEXj639O7TYK+5M6ZlQ5t61OscB5evv7Alh3HuPfgeZJe43dFCJr0glSKbYXy5Pt7OhKDuEVKWhY1gSEK+i30Zdu5UJ1jpBLI72rA1nEZyCesMolGqVTy1jOKOy8juPsqklsvIrj9IoKAENUtHy1aItOMYPkZosXO98BLA6kpNmauOFoWwdGqEA6WhTA3dkjFOaZ/fILfcO7FZHxD3hKX9aJg5taUydYPqTTtfPcklMioUI4+GsTXoGdJLmoACubPSce29cmfNzuPn75m8/ajPH0ef6FDgW6EoEkPSKVYFi5EwYXzkRrrF1eQFkXNgzcRtPrLmw9eUSi0fD9Ed8Xu29icWb1tMDESq+uEEBSq4MrjCC48DOf603DuvIok8Jt4MZClJUtLyvLdqgOmhnY4WhXF0aowjpaFsDPP/UsViksJohSR3HVby/2PG79t0fYIkWBvUYBa+adjZpQxJaeXpETIgzj8sB++IW+TRdQAlCiWjw5t6pMzexbu3H/Glh1Hef3mY7Jc61dHCJq0jkyGWbZsFFq+GAOLhAXcpSVRs+dSCF1n+eh0McmkYGosYfUwO5pXMk35CaZDgkIVXH0SwfkH4Zy+E8a915FEKZJfvEi/xcqA6lGmUBBnDJR+SGJiYX50KSUHqh5GSkCJVGJARou8OFoVxcGyEI5WhTE1tE22a/9KuPvd5MyzCURGhepwQckwMrCgZr7pZLYulvITTCLCIv04+KAvgWEecQZG/wwSiYRypQvToU09sjg7cu3GA7bsPIbbx8/Jcr1fFSFo0jIyGcaODhRetQIju8R9yaa2qFEolEzbHMC0zYExFpjYSCRQPJch28ZlIFum1LckpVUUCiV3XkZy6HooJ26FcfdV0gsYmVT1fsQ+n4kRONjIcM4oI4u9DHtrKRamUixMJVh++/fH/zcxkiCVqsTP0KV+XH9qQv2C/6IkCoUyCqVSgVKpIFIRQnhkAGFyf8IjAwiX+xMmDyAs0vfbTwARUUFEKcLV5iOVGCSp8JFIZCi/WXEyWuQnW4YqZLWrhI1pNhGHEwdB4Z6cfDoGn+BX6LLUSIAy2fpT0KlNun0tQyK+cvDBHwSHf0k2UQMglUioUqkEbVvWxcHelotX7rJt13E8P3sn2zV/JYSgSatIpRhaW1N49QpMnDL/1KlSS9QEhSroNtuHA1e1lwCXSECphKGtLJjazRpDg/T5ZZechIYrOXMvjEPXwth3ORTvAAUyadwVlPXBUKYeO2NuIiGPswH5XQ3J7WxADicDnOykZLKT4ZRBhqWZZoaSviRFHZooRQRhkQEEhXvgH+r27ecDfiFvCQz/9EPsjGYsTWKI7kRtbuxINruqZLWrRCarIuk6JiS5kCvCufZmAc8/x/3+Zs9Qncq5x2AoM0uhmSUtgWGeHHzQh7BIv2QVNQAGMhk1q5ehdfPa2FhbcPrcDXbsOYW3j1+yXje9IwRNWkQiQWpiTOFVKzDPmTQpkCktat55ymk68SvPP8q1xsvIpGBhKmHDKDvqlxEuph/54hfFwathHLwWyqk7YYRH/pwV5kfxYmkmoWRuQ0rkNiJ/VpV4ye1sQEZrabKtnpO7sJ5CGUVw+Bf8Qz8QEKYSO34h7/ENeU1opA+gboFJKBJkKInCUGqKi10FstpVJottWYwNLJPyz0j3vPh8mMuv56isb1riTSRIsTRxpnb+WdiYZU2FGf48/qEf2H+/F5FRoSSnWzQaI0MD6tWuQIumNTEzNeHYqSvs3n8af/+gZL92ekQImrSIVEKB+fOwKVs6SU+bUqLm0qNwWkz+SmCI9qq/UgkUzmHI3skZyGIvVrwAwWEKDl4NY9PpYE7dDkehJFGWmB+PsTKTUDKPEaXyGFHim4jJ5ihLcbN/alYKDg7/ilfgI7wCH+IZ8ADv4BffhI3k20/CXuBocSNBiqNVEXLa1yFHxpoYGZgnx/TTHV+DnnPq6WhCIrx1iBoZMqkh1fNOIatdxVSY4c/j4XeLo4+HkBKCJhoTE2Ma1a9Ms4bVkMmkHDp2kX2HzhEcrDtb9HdECJo0SI6Rw8nUolmynDu5Rc3qo0H0X+SHUqk7ULRNVVNWDrXD1Pj3djHJo5ScuRvOljPB7LkUSlhEwkWMwbfxSsDeWkqN4sZUK2pM5cLG5HY2SBMxC2mp9YFcEY530Au8Ah/xOeAhngH3CZf7A4mx4qiiwmQSI7JnrEFex8Y4WhVJE695ahIeGcDZ55Nw978ZxygJlXONJo9jwxSbV1Ly5NNurr6Zn+LXtTA3pWmjajSqV5moKAX7Dp/j0NGLhIWFx3/wb4AQNGmMzO3akH3wwGS9RnKIGoVCydg1/szbpd0UKvkWETythxXDW1v+1l/6j95Fsu54MJtPh+AdoEiwOyla9PwoYKoUMSaXU9oQMLFJS4ImNkqlkqBwT7wCH+Lud4v33heIiAqKscToS/R4C+PM5MvUhNwO9dN1uvLPolQquOu2lrtua0FnOgCUcu1DEedOafJzGxdKpZJLr2fz4vMhUtJSE421tQUtm9akXq0KhISGsWf/aY6dvELEb94AUwiatIJUik3ZMuSfOwuJLPlLuSelqImUK/nffB82n9Zu/pRJwdhQwuaxdjQs+3vGy4RFKNl9MYRlh4K5/jQiQSJGKgXlNytMsZyGNKtoSsNyJhTJbpguHgRpWdDERqGM4kvgYz74XOad93kCwj7yvY+Dvl+VEiRIcLYtQ17HJmS1rfDbBhO7+Vzl7ItJyKPCdQrEgplbUzb7AK2tMdIyUYpIjjzqz5fAp8lWoyY+MtjZ0KZFLWpWK4OffxA7957k9NkbyKN+z6JTQtCkBWQyTLO6UGTVCmTmKZcBkBSiJjhMQZup3py6E462XmsyKThnlHFgakYKuP5+Bczef5az/HAwKw8H4R+sRCrRr2ZLtBXGyABqFDehSXkTGpQ1xSlD+utblJ4ETWwCQj+qxI3PBbwCHqJEobf1JjpTytjAijwODcmbqTHWpukzGPZnCAhz59TTMfiFvNP54M+RsSZVco9Pd0UOQyN82Xe/O6ERPqkmagAyOWaIaYDp9cWX7buPc+HSnd+uAaYQNKmNVIqBlSVF16/B2NExxS//M6LGOyCKRuO+cvd1pPbKvxKoUtiI7RMyYmeZvlZfP4NSqeTiwwgW7Ank8PUwpBL94mKk39LYZTJoUMaEDjXNqFvKBHOT9P3apWdB8yPh8gA++l7jvc8lPvhc/lYbR7c75UeixY2rXWWKZumKvWW+ZJ9vWiIyKoRTT8fg4X8HXfVqMluXoFa+mRgZpK+0bu+glxx80IcoZSSp4X76kaxZMtG+dV3KlSnCR/fPbN15jKs3HqL8TYSNEDSpjMTQkMIrlmKRP/W+4BIjaj54yak7+gvvPKN0Pqx7NzDn3342GPwmjSUVCiWHr4cxY0sAt19G6h3gG221qVjQiM61zGleyRTbX0gA/iqC5kcio0J5532OZ5778Qp8FCNY4iPaupPZugTFsnQls3WJdOE2TAqiFJFceDGNN96nte6XIMXWPCf1Cs5Ld9Wa3349x5nn41N7GjHkzJGFDm3qU6JoPl6//ciWHUe5c+9Zak8r2RGCJpXJPWkC9vXrpvY0EiRqHr2LpP6YL3gHKHTGgUzqbMXYDr9H8K88Ssn2cyHM3BrIi49yvYRMdAxNXhcDutQ2o201M7I6/JpxFr+ioPkR/9APvPh8mOefDxEu99fLJRUtgDKY56WYS1dc7SqluxiSxKBUKrj+dhGPP+3Uul+CFHNjRxoUWoilyc8VFE1p7nxYw123Nak9DTXy581Ox7b1KZg/J0+fv2Xz9qM8fvo6taeVbAhBk1pIJDi2aEbOEcNSeyYx6CNqrjwOp/H4r4SEa9aYkXz7z+IBNvRqkLC+U+mR0HAl608EM2t7IO5fo/SKj5FIVIXu2lYz438NzSmTz+iXF32/uqCJRqGU89H3Gs88D/LR92pMv6i4iBY2ViYuFHPpQs6MtX/5AGKlUskD903cer9c634JMowNLKlfaAF25rlSeHaJR6lUcPrZeD74XErVeBptFCuSl45t65Mrhwv3Hr5gy/ajvHz9IbWnleQIQZMayGSY58lN4RVLkRqmrSC4uETNufthNB7/lUi55oNbKlHFfmwaneGXby4ZKVey+mgwf20MwDtA9cUV100UbbFxdZQxoJkFnWuZ/1Iupfj4XQTNj4T8n73zjoujTv/4e2a2U5feA+kJ6U2TaOwl9t57O++sZ6/neV7xZzvrefazd40aW9RomsYkpEIaCb23BRa278zvjwEC7EKAALsQ3q9XNMzM7jy7YXc+83w/z/O4atlT9T07K7/A6ijtwZKU6sUx6WKYnnIp4+NORiMZBivcgLC78mtW7XkUf58eARFJ1HP85MeH1GBLt9fOl1uvwxRuQ8FLeUVNoEPqwCFzpnDReSeSlprIuqwc3vvoWwqLygMdVr8xImgGG0FAExbK9HfeRB8XF+ho/OJP1Py00cEZD/kXM5IIBp3AF3+LYdE0fWCCHgRkWeGjFXYeeKOBoqr9V7loRPDIcPxsPTedGcZxs/SI4vDOxvjjYBQ0rSiKQnlDFptL3qK8YWOPK6QMmkjmpv+RcXGLh/VSVFHdan7a+QCyIuPbtVmdy3X0hL8zKvqwQITXJ6yOChZdlMWOnXt54ZWPAh2OD6IgcNiCmVxwzgkkJsS0DcAsK68OdGgHzIigGWwEgcznnyFi9qxAR9It7UXNQ5eGc8OzFjxe/2LGHCry3aMxTButC0ywA4yiKPyQ5eSeV+vJLvC0DdXsCklU9194tJE7zws/KMvV23MwC5r2VFt3sLnkLYrqVvVA2KgZG7NpDPNH30pixMzBCnPQqWzcyvfb78DjdXQ5LuH4yf9HivnQAETXN9JmbyBtcj1X/fHhoK0wkiSRo4+Yy3lnHY/ZHM4vKzfw4afLqK6xBDq0PtNjQZMeL1Fh8eJwDXRIw5tRN/yR5EsvDnQYPaJV1Hjcst+LuCRCapzE94/GkpEwPNf91+9ycc8r9azKdu3X7CuJ6p+rF4fw57PDSB+m70lvGRE0Ham3FbCl5B32Vi8D6HYpqnWpKi3qMA5Jv5FwY8pghTmoWGx5fJt9Kw53gx+hp2ZqTsx8esgsP5kTrSw8ezt3P/gMu/cEt1dFq9VwwjHzOfuMYwgJMbLsp7V8uuRHLPXWQIfWa3osaFzfpdDskHn28yYefrvRb9+REbpBFDEftpCJ//fPIWMCrV+/ge233g5+uk5KIoxJ0vDT47HEm4des7f9UVHn5Z5X63lvuX2/QkYUwKgXuOH0UG46I3RYvh8Hwoig8U+Ts4JtpR+ws+ILFMW7H2Gj/k5lJp3LjNTLh+Wk7yZnBd9k30KTo9zPeyGgEfWcNOVZYsMmByS+XiEoHH/VRlau2sV/3vhv0JmE/aHX6zj5hMM449Sj0Gk1fLNsDZ9/uRxrky3QofWYXgkaAFlR+L8PrDz0ZuOABjasEEX0CfFMf/t/aEKGxlTehk2b2X7zn1E8Hp/UjCTCuBQNPz0WS2zk8Lp4e7wKL37VxF/+14jD5X9aeCuSCDqtwB3nhnHzmaFEhAxfr8OBMCJousfutrC97BNyyj/G7bXTncVcQEQrmZg96lomJpyOKAyvLKDD3cB3ObdR15zrIwIERDSSgVOm/mdIVD9NP2Yv4bFW/nT7XwPeSbg3mEwGTj/5SE5dfDiKAl9+s4Ivv1mB3R78AzB7LGi2fX4e8dq9REiVNDtkks4vG1l+6imiyLTXXg5o87zeYN2WTc6NtyC7XH7FzIRUDT8+FktMxPASM6u2ObnhWQs7i7sf8CaJavn1H08N5Z4LwoadqOtvRgRNz3B5mtla+g7bSt9HUZT9mofDDSkcOvoWUs3zBynCwcHpsfL1thv8jkoQENFpQjll6n+JNAX3GImE0XXMOSmXD17Q8eHqmwIdTq8JDwvhrNOPZvFxC3E6XXz21c988/1qXC53oEPrkh7fUhY6p7HGehE/NVxLvnwcRy6YjFY7vO4OBoq0668bOmJm+w5ybr4V2e32Nc2IAoIAjTaFZkdwGt36Qnmtl8v/r5Zj7qwmt7RrMaMRVavmBUcZ2f5aAk9eHzkiZkboN3SaEOaM+gPnzHqf9OhFgHoB74pGRxnLtt/JD9vvptkZXOXBB4Lag+YZwgxJbUttrSjIuDzNfJN9I1ZHcJcbVxdH4PUKTJ2WwLTkS9g35HRo0Ght5n/vfMUfb/0na9Zu4eLzFvPi0/ex+PiFaDTB+b3X4wyN49tULJ4kKt1jKHeNwaFEYrc72LR1F+s25JC1aTtNzf6nLR+0SBLh06aS+cKzCGLwL0c0784l+/ob8Doc+JikJAljaiqjbvoTe+65p1+mdAcaRVF4/btm7nipodvlpdaGeSfONfCPqyKYmnFwVy31lpEMTd+obNzGb3lPU9u8i+5mRglISKKO+aNvYVzcyUPGo7c/mp3VfLX1emyuGp9slYCESRfDqdNeIkQfE6AI98+8U3YiahTWfDaWL7dcg8WWP2SWnjoTFxvF+WcfzxGHz6a2tp6PPvuBn1duQA4iQ22fPTSv/mRk3uwpzJuTyfixo/B6vezYlc+6DTmsy8qmsqpuQAMPegQByWRixvvvoI+LDXQ0+8VeVMTWq67Da7P5FTOGxESmvPwiuihzv0zpDjRFVR6ue8rC8s3drwsLwOgkiedvNHPMrOHd6GygGBE0fUdRZPJqfuT3/Bewu+vYX+fhxIhZHD72HsIMSYMT4ABjdZTz1dY/+K1+EpAIMyRyyrQXg3b2U1pmJVOOKOCH12ZTbSnl881XICvBu2TTE1KS4rjg3BNYeOgMSsuq+OCT71mzdktQlKf3StA02WWeW+Jb5WQ2hzNn5mTmzclkWuY4dDotRcXlbeJmT15JULzYwWbCo/8g+sgjAh3GfnE3NLD1iqtxVlb5FTP6uFimvvxfdLH77oSGqqhRFIU3vrNx23/rcbkVPF3cXEgiaDXwl0sjuPmMUHTa4XHXGwhGBM2B4/E62Fb2AVtK3kKWPV3e5QtIiILEvIwbmJRw5rBoyldvK2LptutxeZr8eGokIk2jOHnqC0FZ+WUIcXLslZvZuGwMZbtj2FH+Ob/mPRnosPqFjPRkLjr3RObMmkx+YRnvf/wd67NyAhpTv/ehMeh1zJg2gXlzMpkzczJhYSHUWRpYn7WddVnZbMvZg9vdvelyyCMKxJ1yCmPvuzvQkewX2eUi58ZbsGbn+BUzuphopr78Ivr4eJ/HDjVRU1ytZmV+2tR1VkYU1bfh7MONPH5dBCmxwf2ahgIjgqb/aHbWkFX0MrlV3+x3nEJixCwWjbufUL3vZ3eoUde8h6Xb/uS3+Z6ASEzoBBZPeQatZApQhF1z2HnZNNfr2bRsHIqi8P32OyirXz9kl546M2FcOhefv5ipmWPZlVvIex99y9bs3IDEMqCdgkVRZNKEdObOzmTe7CkkJsRgdzjZvGUX67Kyydq0Y0jVuPcIUUSfmMiMd/6HZAzumUaKorDnb/+g+rvv/XTNk9CazUx9+UUMSV1PvR0KokZRFN76wcat/6nv1isjCDA6UeKFm8wcPXNkeam/GBE0/U9l4zZW5v6DRkcp+/PWLBhzO2NjTxjy3ppq63a+zr4Jr+yi82sWEIkPn8aJmf9GEoPL4zZubgmjZ1Sw7LVZKLKI3VXHJ5suxuVpYn9LiEOJqZnjuPj8xUwYN4ptOXt498Nv2ZVbMKgxDOrog9SU+DZxM2HcPt/N+qwc1m3IoaKqdrBCGThEkWmvv0LoxAmBjmS/lLz5NkUv+pl4K4pIJhPTXn8FY1rqfp8nmEVNY7PM9c9Y+GRl14b11lEF91wYxn0Xho8sL/UzI4JmYPDITjYXv8nWkneA7jsOj4o6nIVj7wpar0lPKW/YxHc5f0ZWvPiKAYEJ8aewcMxdQSXewmOaWXRBNmuXTKSmJAJQZ1j9sOOeAEc2MMyZNZmLzltMxqgkNmzaznsffUd+QemgnDtgs5zMkWHMmZXJvNmZTJvS2XeTw5684qHnuxEEUq68nLTrrgl0JPulZvnP7L7vQb/7BEki84VnCZ8xvcfPF4yiZlOui3MfqaW0xtttVmZ8ioY374pi1rjhOYsq0IwImoGltimXFbl/x2Lb2+UxAiIGbSTHTvoncWFTBjG6/qfEspZl2+9uEXC+14j5o29jcuJZgx9Ylygcc/lmKvLM5KxKb9u6es9j7Kr8iuGUpWlFEAQWHDKdC889geSkOH5du4X3P/6OkrKqgT1vMAyn7M53s35jDluzc4PfdyOKGFJTmPH2/xB1wX1htG7fQfYf/oji8fqdsjjuoQeJXXxCr583WESNoii88EUTd73SgKL4H1vQmpW56/ww7r8oHL0ueO7ohhsjgmbgkWUPW0rfYVPR64D/bI3a00Zg/uhbmZhwRlBlMXpLQe0Kftr5AP7EgIDIiZn/Jily9uAH1gVTFhUQl25h+VszaO1H4/ba+XzT5TQ5K4aNn6Yzoihy5OGzOf/s44mOjmTl6iw+/HTZgFVBB4WgaY8oikwcn868OUPMdyMITH31JcIyg3vOiLOigi1XXI2n0eprAgY1w/SHa/v8/IEWNXVWmWuerGPpWkeXxwgCjEtWszKzxwe3+BwOjAiawaOmaRe/7H6YBnsx3d35j4k9gcPG3IlGGrpesd2VX7Nqz7/87BHQSibOmPE64YbkQY/LHzGp9Rx6+i5WvD8Va+0+43K1dSdfbb1u2AqaVjQaieOOOpRzzjyW8LAQfvz5dz7+/AfqLP07QinoBE1nUpLj28TNhHGj8MoyO3fls25DNuuycqioDALfjSCQdNGFpN/0p0BH0i3eZhtbr7kOe1Gx78BJUSTqyCOY8PeHD7gJYKBEzYZdLs7+Ww1VFtlvVqa1Qd7t54by10sjRrIyg8SIoBlcPLKTjYWvsq3s/W4qoQQijaM4btL/EW4Mjot+X/g9/zmyyz702S4gEW5M5rRpr6LTBL7ySRRljrsmi70bk9izoeP7vbn4TbKKXglQZIOLTqflpOMXctZpR6PT6/juhzV89sVyGq3N/fL8QS9o2hMZEcbc2ZOZN3vKPt9NSYUqbjYEyHfTMnhyxnvvIBn0g3vuXqB4vey44y7qf1/vtzw7ZNxYpvz3P/32GgZb1Lz7UzPX/duCLPtfYtKIEGYSeOueaE6YM3TvSociI4ImMJQ3bObnXX/x25QO9lVBHTXhr6RFLQxAhAeOrHj4PucOyhs2+i3nTjEfynGTHg2KfjyzTsjFFO5k9ccdPUyy4uWLLddgad477DM1rRiNek496QhOP+kIBAG++nYVX3z9CzZb15n1njCkBE17DHod06eOZ96cKcyZNZnwsBDqLI1s2Kiairdl5+IaJN/NlP++0CsDbSDIf/pZyj/4yHeHKKKLimLam6+ji47q13MOhqjxehXuf6OBpz5p6vIYAVg4Rcc790aTFB2cM0iGMyOCJnDY3RaW73yQisYt+F+CUkcqzEi5gplpVyIKQ+/z4fRY+WLz1V16UaanXMacUdcFILKOJI+vYebxe/nhjZk4mzsudVdbd/Dl1r4v9Q9VwkJNnHHqUZx8wmG43B6WLP2Zr79bjdPZt8nXQ1bQtEcURSaMG8W8OVOYNzuTpMRYHA4nm7fuYl1WDhs27cDaTymtTicm4eyzGH37rf3/3P1IxWdLyHvsCd8dgoCo1zP11ZcIGTtmQM49kKKmoVnm4n/W8kOW0+9XtSioX+EPXhLOvReEIUkjS0yBYETQBBZZ8ZBV+CpbS9/p9rikiDkcNeFhDNqIQYqs/6i3FfHFlqvxyA78Cbejxj/M6NhjBj+wdmj1Ho67OovsFRkU5cT57F+15//Irfz6oMnStMccGcbZZxzL8cccSnOznU+X/MT3P/3W62KgYSFoOpOSHM+82WpJ+LixaSig+m6ycli3Ibt/fDeCgC4mhpkfvotkCvwabVfU/76O7X++XTWPdEYQmPTkY5gXzB/QGAZC1OSWujntwRoKKvyXZEsiRIWJvHdfFEdMH1liGihkWaG2Uaa8zktFnYzNqeDxKni84PGqTQyf/byJnUVaDsm4GQERQRARBQmdFIpeG45BE4FeG45OCg2KpYHhSkHtClbsfgSv7O5iCUrEqIvmhMlPEhUyOgARHhjFlt9Ytv0u/AkaUdBy6rQXiQmdOPiBtWP+mdvxuCXWL/XtU+Zw1/NR1vm4vQNw8z1EiI0xc95Zx3HUojlY6q189Nkylq9Yj7ervhudGJaCpj2tvpu5szKZPnV8m+9mfYu4yd3bd9/NxMf+RdSiw/s54v7DUVbG5osvR3Y4/JZnZ9x2K4nnnTMosfSnqPlpo4PzHqnF5vTf9VcUYM4EHZ8+FE28eeil0IMBRVGoqpcpq/G2iZXyOvXv5bVeiqu9lNV6qW30b8DuGwI6KQS9Jhy9NgKj1kyIPo4IYxoRhlQijKmEGhIQhcD3OBqqNNiL+GHHPTTaS7os7dZIBo6f/DgJ4cG9jO6PbaXvs67gBZ/trX14zpjxBiZddAAiU8mYUc7EQ4tZ9upsvB7f76adFUtYs9dPNv0gIykhhgvOPZHDF8ykvKKGP/3ZXzWbL8Ne0LRHr9cxY+p45s7OZM6syUSEh7b5btZnqf1ueuS7kSQi5sxm8tNPBm0vB8XjYdt1f6Rp127fiiZBIP6sMxhz5+2DGlN/iJr3ltu4+ok6ZMWvRgPgiuNNPHejeaSKqYcoikJJjZeNuW425rrI2u1i/W4XFmvHN1gjqY4Lj3fwWoEJggalXVdYAYlQfTyRpgwijWmEG1MxmzKIDh2PRgxeU34w4fbaWJX7KPm1y7s4QkAUJI6Z+HfSog4b1NgOFEVRWJH7d/ZWL8N3PIJEdOg4Tpn6HyQxMO0aQiIcHHXpFtZ/PY7KfF/P4sFoEO6OUWmJXHTuifzryTd6dPxBJWjaIwoCE8an98l3I0gSMz54F2NqyiBH3XOKXnmNktf/53vVF0VVjD31OIJm8O90D0TUPPu5lTteavC7TxDUi+2T10fyp9NCglZoBhpFUSiqahEve1xs2OUiK9dFfZP6e6KR1Cqx4G/SrV50ZcXT8pNEVMhYEiJmEB+WSVzYVEL0sQGOMXhRFIWc8o9Zl/98y2Xff2n34WPvZnz8KYMb3AHikZ18ve0Gapty/SytCUxMOJ2FY+4ISGwAR1y0BUtFGFuX+1/WO1gNwv3BQStoOpOSFMe8OVOYOzuT8Z18N+uzciivqFEPFARSrrjsgJrPDTSNm7eQ/ccb/Q6cNCQnMe31V9CEhgYmOHovahRF4f43GnniI6vf/ZIIJoPARw9Ec8ysEb9MZ3YVu/n6dwc/ZDnYsNtFQ3M78TKI2ZbBQBCklowOGLXRJIRPJy58CgnhM4gOGTcidDtR0biFH3fch8vT5NdXAzBn1B+YlnzJkHrvbK4almy+Coe73m+m47hJj5EWtSAAkcHE+UWkTqrmhzdmgeL/PT2YDcIHwoig8UNkRBhzZk1W50xNHY9ep6W4pIJ1WTls2ltK6GNPBO0kbY/VyuaLLsNVW+vTb0bQapj+1huYMjICFN0+eipq3B6FP/zbwjs/+e8OLYmQkaDhy7/HMDZpxFsBqhn3t+0uvl5r5/M1dvIrvG0VXwOVedFK6vPLcs/PIyAhCAKKonR5MT1Q1MZyCqBg0JpJjz6CtKiFJEbMGlmiasHqKOfb7FtoclZ2+e8wOfEcDs24eUiZtqutO1m67fq2LN4+BPSaMM6e+S5G3eAP6zQnWFl4znbWfDIZS0WY32NGDMJ9Y0TQ7Ad9a7+bdr6bZknLHmMke0LMFBki8BxgZ93+QlEUdj/wELU//+J3rMHoO28n4ewzBz+wLtifqLE5ZM7/ey3Lspx+L5CiAPMn61jytxgiQoLj3yBQNDbLLMtysHStnaVrHTTaFDSS6nc5EFqFSufnkUSIDhdJipZIjZVIjJZIiJKIDBHQagQ0EmgkAUlUq5xyCnQsGH07Cl4UxYuseHB6rDjdjTg8DTjdDdjdFhzuepweK25vc4e7UzXz4n8YYW9ozeBIoo7kyEMYFXU4qVHzh/wU6gPF7rbwXc5t3Xo3MqKP5ojxDyKJ2kGOru/srV7GL7v/5rNdQCTZfAjHT3ps8DNPgsJxV26keEcsO39L6/KwEYNw7xkRND1FkoicM5tjH/0r4+z1jG22EOVx4BJECo0R5JrM5JkisUuB+7BXffMte/72D98dooh5/qFMfOL/gi5t3JWoaWyWOen+GjbsdvnTZgjAaQsMvH1PNIaD1PxbWOnh698dfPmrnZVbnXhkDkjEtH9siEFg5lgtUzO0JEZLJEapgiUxSiQxSiI6XEQUe/a+96UPjaLIOD1WGh0lNNiLabAX0WAvpt6WT6OjFFlxtxwpICD0KTXffixAbOhkMmKOZmzsCQG5aw8G3F4bP+64l7KGjXTVhC8xYibHTnw0KMYJ9JQVu1WTsL/fkYVj7mBiwhmDHtO0o/MwJ1hZ8V7XlWQjBuHeMyJoeoggScx4/x2MaanqBkUhyu1grM3CWJuFJGcTClCmD2NPiJlck5l67eD5ORwlpWy++DJkp7NT4AKaiHBmvv8OWnNwflF3FjWRoSIn3lvN5j3uLkuCrz0phGdviDzomuU5XAqfr7HzytdNrM52tZmh/bUZ6o7O4mX2OC1zJuiYOVbHrHFaxiRqeixY9kd/N9ZTFBmbq4YGezF1tr1UWXOoaNiM3a32l2rvo+kdqjhKi1rIhPjTSDbPPehKxL2ym5W5/yCv5ke/+wVEzKbRLJ7yNAZt5OAG10dcnmY+23QpNleNjzAQBS1nzniTSFPXmZKBID6jjrkn57L87enYGrq+TlRbt/Pl1sB3OR4qjAianiCKJF14Puk33dDlISavmzEt4maUvQGtolCjNbDXZGaPyUyZPlQtxRkAZI+Hbdf8gebcPb4l2sDkZ/5N5CFzB+Tc/UV7URMdLpKd37WYefCScB64OCzosk0DSU6Bm9e/a+bNZc002pS2QZs9pVXAhBgE5oxXxcuscTpmjdUxOlEa0PdysDoFNzurqbJmU2XNpqJhC7W2XBTF282ARv+0Hm/QmpkQfwrj404Z0gMce4uiyPye/zw55X5GpbBP1Jw89Xl0msAVF/SGysatLN12A76l3CLmkDGcPu0VRHHwxKuk8XL8NVns/C2V/C2J3R47YhDuOSOCpgdIJhOzl3yCJjy8R8drZS+j7A2MtdUzxmbBJHtoFjWquAkxU9jPvpuil16h5H9v+ToxBUEVYjff2G/nGkgsa9eRe/ttKIrvgEmh5T/P3RjJdScPjS/RA8XtUbMxz37exLqdLiTR/+BNf7TP3GQkSJy50MjJhxqZP1mHZpCzWoEafeCRndQ27aa0fj0FtSuw2PbS2yWqVnETHzaNCQmnkRFz1EFhJlYUha2l77Kh8L9+9wuIxIROYvGUp9FKwVkg0ZmswlfZXPImvstpAtNTLh30eU9zT9mFpPGydsnkbo8bMQj3nBFBsz8EgVE3/pHkiy/q28MVhSRnU9vSVJR7n+9mj8nM3gP03TRs2kzOH/0IFknElJ7OtDdeRdQFpolUb/A228i+8Waad+7yEWYCIIrwzr1RnH340Fm77ys1DV5e+7aZ579ootIiI4p+Pd4+tAoeQYBDJ+k4fYGRkw8xMCE1sCbOYJnl1OysoqjuVwrrVlLWkKVmb3q4PNUqbPSaCKYlX8TEhDPQaUIGIerAsrvyG1btae3S6pvdSIiYyfGTHxsSIk+WPXy59Q/UNe/x25/m5KnPD2p35LTMKqYckc8Pr83G7ew+OzRiEO4ZI4KmOwQBXXQ0sz79EFHfPx/YKJfdv+/GpFZNWbQ9v9vxNDay6cJLcVssfkq0tUx/+3+Y0kf1S9wDidduZ/vNf8aas933daCKmQ8fjOa0+UPjTrCv7Chy8/SnVt79yYbH27MlpdalJJNe4MS5Bk6db+DEuQaiw4Nn5EOwCJr2uL02SuvXU1S3hsLalbi8Tb1YmhLQSkYmJ55DZtK5w75CqqjuV37aeR9yu47N+xBINc/n2In/HNQlm77SYC/m802X41U6TnNunWN19sx3Bk2o6kNcHHflJjYtG0Pp7phuj5UVL59vupwGe9HI0lM3jAia/TDuoQeJXXzCgDx3q+9mjM1CeovvplZrYE+L76ZcH4rShbdBURR23f8X6n5Z4b9E+547STjj9AGJuz/xOpzs+PPtNG7Z2mUa4j83R3LNScN3mamoysPDbzXyzk82JAE8Pfi+EgRVzJxzuJFLjg3hiGl6dNrg9BQFo6Bpj1d2U2z5lV0VX1JSv67HS1LqoE2JiQmnMzX5AkL1CYMQbWAorvuNH3bc0/K++Iqa0dFHc8SEvyAKwSOku2JnxZes2fuYz3YBkdGxx3Hk+AcHLZbDzs3G1qhn4/fj9ntsQe0Kftp5/yBENXQJfkkdKER1ySbmhOMG7BQ2Scu2sDi2hcWhkb2kt/huplirOaShvFvfTfXX31K3/Ge/cZsPW0j86acNWNz9hexysfOue/yLGUFQK7Qk+Of7Vo6fYyAtbnj9utY2evm/D6y88GWT2pBOAU83txet2ZgJqRquPyWUi442YQ47uPvv9AeSqCU9+gjSo4+g2VlNbtW37Kr8giZnJQJSl83mFGQURWZH+WfsKP+MMbHHMz3lskGvmBkMUqPmc9SEv7J811/87FXIq/0JzR4Dh429J+jN+hPiT6Wobg0llt86CFcFmb3V35MWtYDRMccMSiwV+WbGzCpDEGUUufvP8qioRZhNo6m3FYxkabpgJEPTDYGqDvLnu3ELIgUtvpudTlh97kXIdnunBwpoIyOZ8cE7aCMiBj3u3qAoCrsf/Cu1Py3331ZWFJjwz7+jMUex60a1+umXJ2OHhahpdsg8+3kTj31oxeHyPzG8PaKgLrtdcJSJP5wcwryJuqC/aLQn2DM0/lAUhYrGzeyqXEp+zfKWbrPdf1UKSIDMxIQzmZV21ZApa+4NuVXfsjLXT6+rFjITz+WQjJuD/vfT7rbw6cZLcHoa6fjvqi4nnjPrPUy67peB+oOwaBtHXLiNtV9MpKZ4/9/ZhbWr+HHnvQMe11BlRND4Q5KImDWDzOeeCXQkAJhddsa1990oCrt2F7BuQzbrNmRT1jpnCpj83NNEzp0TwGh7RvGrr1P86uv+dwoC4x/5KzHHqndJDVu29Y+oiZoP427x3V69AvJebHd+LSSfDTGHgTYCHBVQ/iXUrOrbeVtwexRe/66Zh99qpNYqdzseoLUsOzZC5IbTQ7nmpBDiIoM/ne+PoSho2uP0WNlZsYRtpe+3XAC7R0BEEvXMSruayYlnD6nOuj1he/ln/Jb3VJf7Z6RczuxRfZt1N24q3PavfT/feg6YY+GUi2HCVNDpoaYS1nwPvyztmNg1hsAZl8P0+WAKgbJC+OpdyNng/1zFlt/YaX2Ch+69hkWHzSQ+1kxFVR1Lv1nD26/uZVbC3R2OnzoPTroAkkaB0w6bfoXP3wCHXY3rvmchaxV89U5vXrHC0ZdtprLATM7K9P0frSgs2XwFFlv+SJbGDyOCpgumvfk6oRPGBzoMH+TsbYS88wbzZmcyfep49HodJaVVrMvKIS8mES66rEvfTbBQvewHcv/ycJf7/fmW+kXUxJ8A6VfCrsegfWWLqw7sxe0CuA0iZ0Dpp2Avg9ijwDwLcp+But96fVpZVvhklZ37X2+gsLL7iprWiqYZY7T8+Zwwzj7MGLTemJ4y1AVNKx6vk91VS9lS8g42VzWqZb37r89QfQKHZNzEqKhFQZ+16A1bS95lfeGLXe6fl34DU5Mv7PXztgqaN5+CxnrYsRme+hB2boZNa8DjgRnzYe4RsPp7ePc59XGiCHc8DrGJ8PV76mOPOQNGjYV/3wd7t/s/nz79CxYcHcoPy9fR0GDlkHlTuPVP57Ni9SaefUBDYsQMAKYdAn+4H7b+Dr8vh8RRcNL5sGsrPP+Q+lyjxsEdj8G/74W8nT1/zZmHFxCfYWH5WzNoaVDRLUV1q/lhxz09P8FBxNDP3/c3koR5waFBKWYUr5et/3wcW0EBP/2yDp1Oq86ZmjOFY446hLPCTDQXbWxr5ldoDMcjBtddfePWbf7HM7Rw4lP/oGnBET73HhHTpzLh+RfYdeMNHHl7dd9EjTYCPM1Qv7HrY8ImQ9Q8KHgDKr9Xt9VvhGlPQOp5vRY0q7Y5ufU/Frble+iu8a4gqCtvE1M1PHpNBCfMMQyrC+BwQCPpmZx4NhPjT2dvzY9sLn6TRkdxt9VRTc5Kftp5P/Hh0zk04xZiQoPve6UvTEu5GLfXzuaS//ndv67gBSKMo/o80Xp3NtRVqX9/4wlVSLSycTWEhMH8Y+CTV8DpgHlHQcYE+M/fYNs69bidm+CR19SsynP+rD9A894T+eOnl9HkKEdBZsnSlcTFmLn0wsVcW30t8WEvIooazr0WivbAy/9UP6ebf1PbJJx8EYyeqAqYwlzY8juceik80wvvbmW+mYzplYRF27DW7r/CKtW8kKiQcSMjEfww4ijsjNdL6tVXBToKv1R8vgRbXl5bntXlcrM+K4cXXvqQx2wm3kucTHZYLMlOK2dV7ebGoo2cUbmLKdYqTF73fp594HGUlbHzjrtQuqhmSr3uGq4/6wheS4cFfj7XraKmol7hyNurKaoBRH3Xfzq3rdeEgbtB3dfVnVDUPDV7U71i3zbFC7W/gSER9PE9eq3NDplb/2PhmDur2V6oTvvtqgxbAJJjJP53VxQbX4znxLnGETETxIiihnFxJ3LOrHc5duKjRIe0Vqj4+zdT/9GrGrP5YstVrMz9F073/pethgKz0q4mM+n8LvYK/LzrL9TbCg74PO3FTCul+SBpQNPSYmvmQmiw7BMzALZm2LYeJkwDTRerfhpJz2Fj7uwgDFwuN01NNspqdrO94jPSxkBMAvz2Q0e73+8tNRmZ7Vb4f/ocJk6H5PSev77asjDcTomEjPoeHS8IArPTrh0RM34YydC0R5KInDeX0IkTAh2JD646C4X/ecl3hyQRddgCIg89hFKg1BDGyqg0zO363ZxYkw/kU6oPZa9JnTNl0Q1uTxdPUxPbb70dT7PNb0VTzPHHkXLl5bxQBRdEwQNJsNcB/62GHMe+Q9tnatY5Lydt7uKuT9rZG6ONAGMSzH0TFBkcZVC5TP3TimkUOCpBdnR8LlvLkpQhEZyV3b7WlVudXPl4HaU16vJSV6ZfUYCIEIG/XBrBtSeFDPmlpYMNQRAZFX0YaVELKaxbydq8Z2l2VeFvGaq1UmpP1bcU1a3msLF3kR59xCBH3L8IgsAh6Tfi9trYXdl5OVHBK7v4fvsdnDH9dfTannVZ7ynjpkJdNTS3aMOUdFXkdKasAKSjVEFSUey7HyA1Zg5TR52IXdzOqScv5KLzTuC2e5/B6/WSVfgyl1+8GAijuNPzV5eDywHx7aZi5O8CawNMng2lBT17LYosUlUYQXyGhdwNPRuxkWqeT3TI+JYmgSPCppURQdMer5fUa68OdBR+KXzhP8gOh892QRTJ+LOv0dWiM7JeZ2R9ZBImr5vRNgtjbfUsqC/lCEtxW7+bvS1zpgbSd6N4POy6934cJaW+YkYUCZ08ibH3q+WezTK8VgOfWuCSaPh3KqxrhpdroKilF1arqHn4//7FRx9/zXM3RhLvzzDrbuj4c8U3UPWTmnHRx0LcMZB+FehioPg99RhtOHisvs/laVL/303TrWaHzAOvN/LCl02qF6aLjIwkgk4jcMd5Ydx6VihhppFE6VBGEATSo48g1Tyf7eWfsLHodbyyy++FRkHG6Wnkp533MypqEQvG3I5JFx2AqPsHQRBYOOYOHO56iuvW+JRBNzur+GnXA5yY+VS/Dfo8+xpIHw9vPb1vW1gk7PHjk2lu+diaulnJOf0yeP6sBwCob7By5wPP8dqbXwLglV00KL8Dx9LkJ7Fma1bNyO3Zu11dhuoNlQVmZh2/F0OIC0fz/ju7C4LA7FHXsmz7nb070TBnRNC0IklEzJlN2ORJgY7EB+u2bKq//tZ3hyCQevWV6BO6b+hlk7Rkh8WR3dLvZpS9kbE2i0+/m72mSAqMEf3qu1EUhbynnqZhw0bf8mxJRBcTy6Qn/s9nPEO9F56vgo/q4IoYeD0dvm+Ax1uSIxHTp9Jw+70svfEGNmT10Chs7eTUq1kJkx+GhJOgbAl4bSBI/svIW++6Ff93Q6u2qVmZkmr1TtzfqpokqosS158ayj0Xhg3ZqqUR/COJOqYmX8TYuMVsLHyNnZVftPhrOhvB1d+lorrVlDVkcfjYu8mIOXrwA+4nREHiyPEP8uWW62iwF3d4vQoy5Q2bWJf/AoeO9lNh2AvCI+Hy22DCdPjsDfit3UBwUerio9n6se3Gu/3LUnVZq867itiMUv711z9xxilHcPr5d+J2e2h0qKkZf8+vKL7P3VAHaWN79dKoLoxEliEu3UJRTs+WtVMiDyUmZAK1zbkjWZoWRm4NW/F6Sbs2+LwzitfL3kcfV2387RFF9IkJJF10Qa+ezyNK7A0x833saF5Mm8W77Xw3Z1bl9rvvpuKjT6j8bInfwZmiTs/kZ55CGxnZ5ePHGyBNB80yVHk67ouZMZUZ/30Rq9vASQ82UVyr6d5D0xnFC7VrQdSoS1GgihqNn3lRrZmZTtmbZofMbS/Wc+yd1ZTWeP1mZVpzX6fNN5DzegJP/TFyRMwMY4xaMwvH3sFZM98kMWJmy1bfDKiCjNvbzPJdf+HnXX/tUUl4sKKVTBw/+XG0khHB57KikFP+Mbsql/b5+afMgQdegLgkePo++OHTjvvtzWD000zc1LLNX3allboq2JMD1dsP5e9/X8JV1/+dY4+ay7VXqJ3WGxvVoZAGk8fnscYQ3+e2Ne07b09xOzXUlYUT30MfDbRmaa4bETPtGMnQAEgiEbNmEjZlSqAj8aHi8y+w7d3ru0OWGX3n7Qc0eFIRBMoMYZR147sp04e2jWKo66Xvpm7Nr+Q//az/nYLAxP/7p99ZUxrg+Ai4wAyhEnxsgSUWsHcSC7fHw4njM+Gs7/2fo7OHxh+t82e8LetZ9jLVGCxoQGn3BWZMVW/RbPsW4ldnO7niMTUro+DfKyOJEG4S+M8t5oNisOYI+zCbRrN4ytMU1f3Kmr2PYXfVdXnxya9ZTllDFkeO/wvJkYPfzLM/CDMkcuykR/k2+2a/+9fseZwIY2qvB0AeejRcegusXgafvgoup+8xlSWQ5KdBc2Ia2G1QU7H/80iiloVj7mD5qvsAmDQxHYCduQUAKBFZwCFtx0fFgcHo690xhYDD1oMX1vk15EcycX4xktaL192zG57kyHnEhE6itmnXiLBhJEOj4pVJvSb4vDNui4XC//zXd4ckYV50OOb5h/br+Swtnpv3kzJ5IW0W38WMxiZpWVBfytWlW7m6ZAtH1BWR7LAidJfDBeyFRey+r+uZKKPvup3Ieb5f3EeHwQdj4Mpo+LIBLsiD9+t8xQzA27VwU5H658rleznm1Bs478IbqVzzAOQ8BKWfd3xA5zkzghZiDu/Yh6Z+I4g6iJ7f8XHRC9QlK08Dbo/C3a/Uc8wd1ZTsJytz+gIj2a8mjIiZg5i0qAWcPfM9Jiaod/y+GQw1W+Nw1/Ndzp/ZXPwmShdLm8FOYsQMFoy53e8+BYUfdtxDk7MH6qKFyGi48Ab4aQm8/4J/MQNqNVNMAozN3LfNGKL2j9n8a9dLTvpO92hJkXO44OQrANi5qxCA1b9tpb7BysLjtNhc+5qYzj8GvF61wV57ws1qH5zeUplvRtIoxKY27P/gFgRBYM5IlqaNkQyNKBI2JZPw6dMCHYkPBS+82CsjcH9il7Rkh8WSHRar+m4cjYxttpBprWZei+8mz2Rmjx/fjex2s+uBvyB7PH6/SRIvPL/LwZlpOnirBr5tBPd+Wj6WutU/ACSPoeHS6/mtO0/N1P9Ty69txWrFU/zxYEiA3H/Ttthe+xsknKw24NOEgbMa4o4GfQzsfZ7aRi/nP1LLqmwXCv7X1SURwkwC/7nZzDmLRoTMCKDTmFgw5nZGxxzLity/t1zUO/+Cqz9nFb1CpTWbI8f/Bb0mbNBjPVAmJpxOXfMedlQsoeNrlHF7bCzbfhenTnsJrbT/jO+UuWoX3rpqmDzLd391ufpnxVI4fDFcczcsfU9d9jn2DPXzufTdfcff8ZiasXnhr+rPNz8CJXlqdZLTDqPGwxEnX8C2nL28/rZaueV0uvjbv17nqUdvwXrDVsq2xZCcDieeB8u/8M3+jJ4EK77u+fvViq3RQGOtkfgMCxV5UT1+XFLEHGJDJ1PTtPOgFzYjgkaWSb7k4kBH4YN1WzbVS7/x3SEIpF51BYbEwZvs6xGlFtOwGUFRSGw3Z2pqUzVuQaCwZc7UXpOZ7S+9gm3PXl8xI4qY5x9K+o1/6vJc/6vte5z7bb5n3a1WNmnCQHZCUy7kvwJNu9s9iwK7HoW0SyD5LDWL07wXdvydnJxdnPZgDWW1Xr93fK19Y0+bb+T5myKJHfHJjNCJhIjpnD3zbdYXvsj28k/pqttwqeV3lmy+kuMmPUpUSC8dpkHAoRm3YLHlU9m4tVPlk5d6WwG/5z/LYWPv7uYZVMIj1f+ff73//UvfUzsDO+zw1D1w7rVw1lXqu5qbo1ZC1VWrx+r0ajfft9utgq/9CQ47Qe08jKCKk+8+EnnuxQ3Y7fvSQc+/9DEer5ebrj+XxSfJ1NeIfPk2/NgpCZw6BiKiYPum/b40v1Tmm0nLrAJBAaVnlaetWZpvc27t20mHEQf36ANBQJ8Qz6xPP0LobLoNIIrXy5bLrsKWn9+xXEYU0cfHMfPD9w7IO9OfmN12xtrqGdtsIclpVfXA7nzWZ+WwLiuH0rKWdp+ShHFUGtNefQnJNLBZi36b/dSOr36zc8mjdbjc/odJtmZlXrjZzLkjWZkODJfRB/1Naf16Vux+BIe73u+dtYCIIEgcPvYexsad4OcZghuHu4Elm6/C5qr2+/qOnfgvRkUf3mFb6+iD+6/a1ym4v5g0C66/H+66RM3GdIdXdvPZpkuxOso6xC4gEmFM5ayZbyMIvteMK25Xl76e6GM1dWS8lcPO3c6aTyZjqeh5dk5RFL7YcjW1zbnsbxzHcCZ4ruKBQFFIuvjCoBIzAFXffqcagTvX/soyo++6I2jEDIBFa2R9RCLvJ03m2Ygx/Pftr2hobOL8s4/n+Sfv5vkn7+byi05h8qQxTHr0nwMuZsBPR+HO5VG9QFEUHv2gkXMersXh7Hoy9imHGsh+NWFEzIzQY5Ij53L2rHdJjVrod7+CjKy4WZH7CL/ufQqvHPhu373BoI3ghMzHEUUtvlVeAitz/4HN5T8lq9OD3tC/8UyYCtkb9i9mYJ9BuLMQU5CptxeSX/uzz2OSM2D2YfDV232Psb4yFKdNQ3yGpVePEwSBzKTzOJjFDBzkGRrJZGLO118gGQe3a253KB4PG885H2dFp260koR5wXwmPf5oYALbD4qisPPOe7D8+hvIMjqthmlTxzNvdiZzZk3GHBnere9mIDjQTI3NIXPNkxY+WeX/G1AU1BlML9xk5soTTSPjCrpgJEPTPYqisK30/XbDHv19JQvEhk7i+MmPYdBGDmJ0B05B7Qp+2uk73EhAIiliFidkPtX22fE3bdvpayMcNJbvfJCC2hWdhI1AuCGFs2e9g9hSaKDVwb1Pq7OcvnjzwM457ag8zIlWVrzXu2owr+zi/fVnDOny/wMluFITg4koknDOWUElZkCdRO0jZhgcI/CBULnkCyyr1+ybM+X2sGHjdv7z2qfc9clK3kmYRHZYLIlt/W6yOLNyF1MHcM7UgWRqiqs9HP7nKj5b41/MaESIDBX56fFYrlocMiJmRugzgiAwLeUiFmc+jU4TioA/oa9Q07SLL7f+Aauj51VCwUB69BGMjz/Fp7pLwUtpw3p2VHzWtq14Lzxx174/XVU1DRbzMm5Q71o6oNDoKCa/Zl+Wxu2Cv/3pwMUMqD6asCgHIZE9SCW1QxJ1TE48228V3cHCwfvKgYRzzg50CB1QvF6KX33d9wMkiiSedw6GpMTABLYfbPkF5D/1jO8OUUQbFcXoe+6i3BjOyqg03kiZzisp01ljTkXv9XJ8TT5/KtrIRWU5zKsvI8pl776tZy/pi6hZu93JvBuq2FHk8dvxVxRhQpqGdS/EsSBT32+xjnBwkxQ5m7NmvEl0yFj8N+Lz0uSo4Mut11LXnDf4AR4Ah2bcTIg+zu/F9vf859qGWDps6uiA1j/9+FXQJ0L1CUyMP81P3AIbi15BVjp3gT5wqkvC8XoE4tPre/3Y1tYABysHp6CRJGKOPQZ9XGygI+lAzQ8/4Swr9/kUC5JE0kUXBiiq7pFdLnbd/6D/CdqKwoS/P4wmrKO5rV5rYH1EIh8kTeY/abP4tqXfzfy2fjdbe9zvpif0RtR8+IuNo++sxtIk4+niu+qMBUZWPx3XL2bjEUZoT4g+jlOmvdjlhUnBi9PdwNJt11PRuGWQo+s7WsnEURMexu/gTkVh+a6HgtYjND3l0i6yNKXk1/zU7+eTPRLVxRG99tEAmHQxZMQc1UWWb/hzcAoar5eki7oaex8Y1OzMa36zMwlnn4Uuuud9CQaTwhdfwp5foHaYao8gkHLl5YTP6H4d2C5pyQmLZUn8eF5Im82n8eMpNoSR2VTDReXb+VPRRk6s3svY5jq0ct/vhnoiat5a1sxlj9bh8fodCA7AXy8L5/37owgxHJwfnREGHknUsXDMHSwa9wCioPGzVCPj8Tr4NvsWCmtXByjK3hMXlsnMNN8GpgpeLLY8Nha9GoCo9k+IPo5JCWf4zdJkFb02IFmaynwzUYlWtIbei7zMpHP9zA87ODj4vpUFgdDJkwid2MtxqANM7fKf1WnUPtkZkeRLgjM7U//7Osrf/9DP0EmJkIkTSL3qil49n0cUyTOZWRY7mv+kzuSdxMlsDYsl0dnEmVW53FCUxZkVfffddCdqXvm6iWuesvi1Y0oi6LXw0YPR3HdR+IhfZoRBYVzciSzOfAaNZPAramTFw4877z2gGUmDzfSUS4gJneQng6CwtfRdyhv62MBlgJmWfKmfMm0Fq6OUvOof/T7mQKgqiEQQIW5Ufa8fGxuaSXTIePwtWw53Dj5BoygknHVmoKPogCLLFL3SRXbmzDPQxcQEJrBu8Fit7H7oYT+pWBC1Wib8/WEEzQEsyQgC5YYwVrXz3aw2p6KX9/luLu6D78afqHluiZUbnqv3e7wkQkKUxJpn4jljYXAZyEcY/iRETOeUqS+i10Z0aRZevedRtpQcQK3wICIKGo6a8FdE0d93g9gypNPqZ19gCdHHMLHLLM2ryErfW0P4w2nTYakI6dWwyraIBIHMpHM5GEu4DzpBIxoMRB9zVKDD6EDtLytwFBX7ZmcEgaQg7GIMUPzKa3garX6FxJi778SQnNyv56vXGtjQyXfT1Ml3c2RtIcmOxv36btqLmjl/quT2//qfnSKKMHeCjnXPxzE1Q9uvr2eEEXpKVMgYTpv2CqGGhC69ERsKX2Jb6XuDHFnfCDcks2C0v3lPMg63hazClwc9pp4wPeUSv1maJmc5e6t/6PfzVeabiUurRxR7P84gI/potOLB1xPr4BI0kkTsSScGVam2IssUv/yq3+xM/JmnB51xGaA5N5fyjz/1NZqIIjHHH0vs4oHtatrqu/mive/GGMbk5louKt/Bn4o2srh6L+O68d1ETJ9K9Gmn0+Rv6iVqj5kjp+n57l8xIyMMRgg4YYYETpv2ElEhY7ssy11X8B92lH/ud1+wMS5uMaOiFvldSttRsYSaDuNIggOTLoZJCWd1UfH0Wr9naSoLzGh0MtEpve8ro5H0jIs/6aAzBx9cgsbr7XIoYqCoW7kKe0Ghb6ZDEEi+NPiyM4qisPf/nlDTF+0RBLTmSEbfdcegxtPmu4lp77uJI8HZzBntfDfTGqsI8bjaHlf+4cdUfvq530omUYDj5xhY8rcYTCPm315htcnklrrZmudiU66L9btcWKwyXtlDlTWbausO6pr30uysxiMHuMnIEMOgjeTkqc+TFDGbrvwRv+Y9SW7Vt4MbWB8QBIHDxt6NXhtB59ciILBm7+NBOXF8WsrFCIKv/6fJWcGeqmX9ei5rrRFbo5749N5XOwFMiD/1oDMHHzx1p4KAadxYQsaPC3QkbSiKQvHLr6nioH22QxKJP+0U9PHxgQuuC6q//Y6m7BzfHYrC6NtvQxMaOvhBtdLiu1G9N6lEuh1tQzSPq83n+Foo14eyKb+Moo8+6OopOHW+gXfvjUanPfhMdd3hdClkF7jZWeymvE6mos5LeZ2X4iovZbVequq9OFxdPdrFV1t9JwxKgg6dJhS9JgKjzky4IYUIYyoRxlTCDWmEGRKRxJHlvla0kpHjJz/Oity/k1fj34y6MvefaEQjGTFHDm5wvcSgjWDhmDv5aed9HbYryNQ07SC36lvGx58coOj8Y9JFMznxLHLKPvYZi7Cx6DXGxh7fhT+oLwhU5keSMNpC9kqF3pp8o0LGEBM6iZqmnRwsfpqDavTBmHvuIv6M0wIdRht1K1ez8657fHeIIrM+/WhQJ2r3BE9TExvPPh9PY2PHjJIkET5zOpnPPRO0FUBGr5vRtnpS83cyVqtgNOgpK69mXVYO6zZks2t3AQoKGgm2vZLA6MSDR+v7w+FSyM53s3GPi425bn7f6WRXsactoyWJaibLK4Pcj98ggiCBorRdLARETPpYYkImEB8+lbiwKUSHjkcjHtwNDWXFyy+7Hm6ZKdT5H0BAQOS4yY+Sap4fiPB6jKIofJ9zG2UNG32yCToplPPmfIReEx6g6Pxjd9XxwYazkRXfSsvDx97D+PhT+u1c0SkNzD9jJys/mEJjTUivH59b9S0rc//Rb/EEOweNoBH1OuZ+sxQpJDiMUoqisOWyK7HtzfOZqB138kmMvd+P0Akw+f9+xr93RpKY+d7bGEelBSawHtKwcRM5N92KVhSYNmVcy5ypTKLM4TRam9lSVMnaH1dRUbybZf+KPKga5zlcCr9scfD17w5WbVPFi1dW7wkliS6bDA4eIuqFW0EQJKJN40iImE58+HSSI+eglYLjcz2YyLKHH3beS4llLf5EjShInJj5FIkRswIRXo9psBfz6aZLUDr1cxEQmZhwOgvG+DMQB5Z1+S+QXfahT5Ym3JDMObPe9zuJuy8IoszxV28kb3MCuetTev14j9fBu+tOxSP3bozCUOXgEDSSRPwpJzHm3rsDHUkbdWt+Zeftd/nuEEVmffIBhqSkwQ+qG5pz97Dlsiu79PqM+pPvckIwYS8qZuuV1+C12Tq8BkEQGDsmjUVnnMChh0wnxuPA5XKze/ceTphYxMToAgyiLYCRDxxV9V6+Xefgq9/sLMty4HCBJijES88QBAlF8SIKGhIjZjEqahFpUQsI0ccFOrRBwyM7Wbb9TioaNvtcXEFAErWcMvVFYkInBCS+npJV+AqbS97CnzA7ffprxISOD0RYXWJ3Wfhww9l4Fd811hMmP0WKeV6/nWvm8XsIibSz+qOpfXr8b3n/Zkf5koPCT3NwOB69XmJPPinQUXSg9K13fI21kkTs4hODTsyoRuDH/RuBo8ykXHl5YALrIe6GRrb/+Xa8Dt9+NQpQHZtAzukX8kaq2u/mR9mEqNFRLB7HTw1/YE3jBeyxz8XqjQr4bJkDZWexm8c+bGThLZWkXlDOtU9Z+Pp3R5v3ZaiIGaDtjl5WPJTVb+DXvCf4YMNZfLbpcjYV/w+rozzAEQ48GlHPcZP+j5jQiX6qbxRk2cOy7Xdic9UGJL6eMj3lUky6GIaKQdioMzMp0bfiSUAip+zDfj1XZX4kkXE2DCF9M9GPjzvloBAzcJCYgnWxsYRNnRLoMNqwFxZh3bLVd4cik3LFZYMf0H6o/u77Lo3AGbf/+YDL4Cd49nKb/TUmePP4QXsY/wi5scP+ue4tLHb9QqZnN1FKPU507NaM5kP9Kfyundntc8tuN4d/cStrXhMBX6GYWyVy9ah/ImpV42mEWMMVqd8yMX439bV2NuaHoWQsYo93Hrsch2ES60nR5TDWsB51+eOAXvqg0OyQ+WSlnZeWNrFht9vHg+4NrmtFn2ifnbDY9lJflM/GoldJjJjFhPjTGBV9+LD13WglIydmPsXX227AYsvv8F4oyDjcDfy44x5OnvoCkqgLYKRdo5EMzB/9Z6qs2aRHH0mYIRGtaKTJWUGR5Vfyqn9iTNxxgQ6zA5MTzya7RbyE6uM5a+bbSKKer7b+gQZ7MRHG1H45T3VRJLJXID6jnsLs3heKRIWMJVSfSJPzIBD4gQ5gwBFFYk86MajMqpVffKkaE9rPP5IkYo4+CmNq79dJBxJPUxMFTz+nlv90NgLPmE70UUf26XlFRWaOZwsnuX7hcPc6pC5c+DPcOTze/K8O27TYmeXJYZYnhyeN1/CV/li/j23NLB0bUQH4Nxbq4mIR9eqFLly28mzTX4lQmkCEsFiR1Nhmnv38I05bGIrJnEGlawxmTTmCoFDgmEa9N5F47V5itYVohOAarrejyM2LXzbx9o82mh0KYstHwN8c0eFG60W9omEz5Q0b0UomxsUtZkL8qUSFjA1wdP2PThPK4inP8NXWP2J1lHW4I1fwUt20k9V7HmPRuPuD6ruwPaOiDic9elGHbZGmdCJN6dhcNTg9VvSasC4ePfiEGRJJNS+gxLKWBaNvRyuZyC79gNqm3ewo/4xDR9/SL+dxOzXUlYURn2Hpk6ARBIExsceyteS9YZ+pGf6CRpaJOT54lL3sclH51VLfYY5eLwlnB9dIBmjpCGz13xF49J239/nL8Tj3Ku61vbjf4yRkbBhYoj+O9ZrpeASJ05w/cZxbHcr3B/u7fK9bhEvwvfMse+c9qpd+g/n6CAAqLV5Oub8GRAFRb2Dcw39BTNx3F3W8ayURShM50jj+a7yING8Zt9te4ZRDjRx9ewW/POllalwBAF5FxKkYafDEUeqajIiHaE0RCbo84rR5GMTmPr0vB4osK3y33sGznzexfLOzgyemP6uRhgqtwsbttbGjfAnbyz8lKWIOM1IvJyF8RtBe3PuCQRvJSVOe44stV+Fw13fy1Cjsqf6O6NDxTEk6L2AxdocgCHhlF7/lPY3Flo9JF82cUX8gwpiKSRdDiWUtKeZDAx1mB6YknYdG1JMatQCro5ysoldRkNlV+RWz0q5Fp+kfs3plvpmJC4uQtF687t43y0uPPmrIjMc4EIa9oDGOSiNkzOhAh9FG3YpVeK1NPtsNqSmETZ8WgIi6xlFW7r+qSRBIvugCTOmj+vzcreMJ6oQIftXO5hTXcr/HVYgxXBX2GBXSPqPndmkchzWsx4iTUOyke0vYren4b1z7ywoKX1AFU1SYus5d0yCzJc8NkkTmc/+gJKXjclWyXAnA97rD2aaZxDbNJK5xfEhivJ2KeoVTH6hh44vxSJKAJMhMMP7OBOPvNHsjqHSPptI9hm22o4FjiZTKidfuJV6XR6hYO+BLU4qi8NlqOw+80cDeMi9Sy9L+UPLEDDStd6flDRspa9hATOgkZqZeTqp5Qb9VpQSaEH0Mx016jKXbrvfrO/k9/zkijen9alrtTyRRh1FrZpf1K0BBQOToiX8DoNlZTbOzmhB98HRPT4yYhTlE/e75de+TeGQHoJq191R/y+TEs/vlPJUFkWQuKiQ2rYGKvVG9fnx0yDhCdPE0uyr7JZ5gZXh8irtCFIk9aXGgo+hAxedL/JprE846M+juFkvefMu3l1M/GYF3acZwb8idXBD+HD9qF3Z5XKmU2EHMAHgFDd52v7pCp+Wq5j172f2XfYMzzS2Cps6qfsGPvfduImb5em/qRDWTc4zrV6Z4dnGacxlmpZEyTSITnn+Bm84MQ5IEmh0dLxQhUgOjDZuYH/YJx0W8xHTTdxjEJvY45rGy8TJ+abyS7bZF1LqTkZX+/zf+ebODQ26s4sJ/1JFfrl60h4MvZqBozVzUNu3ihx338OmmS8mr/gllqDu+W4gNm8iicfd3uX/5rgdosBcNYkS9o71BWCPt8+c12IvYWvpO4ALzgyAIGLVm9lQvo6R+bbs9Cjlln/Tb75St0UBjrZH4jL51DW5ddhruoxCGd4ZGlok57phAR9GGo6SUxo2bfLYLLT6fYMJZUUHV0m98r4yKQsattyCZDiyVmi+lki/1zTR3mGs9oah9FVxoKZT2DcL0Opzsuu8BFI+nbZmsNUNz6CQd1q9TQXqfAusqPtedwHf6I9seu1y7kEsdS5ju3cnzTQ+1bf9Ev5gFmTquSguhtlHmhHuq+eyv0X771OhEByn6HaTod+BVJGo9qVS6xlDmmkC+czZawU6cNr9ffDebcl3c+1oDyzc72zIyB+OyUl9pFTYN9iJ+3v0Q28reZ/7oW4kLC54Cgr4yJvY4LLY8P8sMCh6vg++338kZ09/otyWR/kQjGVg09l6KLL8yM/UKAKyOMnZVfoVbtjMt+eKgKs1XFIWswld8tjc6iqm0biUhfHq/nKcy38yozCoEQUHpw41RevRRbC19t19iCVaGb4ZGEAidPCmoSqArv/zKb6l21FFHoo2ICEhMXVHylp87IVHEODqD6GOPHvyAWhjrKeAu+3/bfv5adxQOwdD2c8Fzz+MoLumwTNYqaLQaAb2koMfNBG8+99j/y9X2fSWWpVIC94TcxU5pNHb0FIpJPGW8ih90h3OH7RVEAZ5xnc72Yi9H3l5NUVX3w+gkwUuctoCpIT9xTMQrLAx7jzT9Vho8cWxsPpUf6q9nnfV0ipxTccg97wK6p8zDRf+o5ZCbqlixVS3lHMnIHAiqCqxt2s1XW6/n510P0eSsCHBMB87stGtJMc/3OwCyyVHOb3lPBSiy/ZNsnsf80bei14Szo/xzvtx6HS5vEyhK0HlBBEFgVPQin+yHgMTOii/67TyV+WZ0Rg/mBGufHh8TOgGTLniW6waCYZ2hiV0cPFkP2eNRq5s6+1G8XhLODK6Bmc6qKqq++MrXuCzLpF1zdcCWxg53reM+2wsYUS/ie8RRvGy8qG1/3eo1VH7qO234tpetuM0JpN59L7FaG8e41nCs+1cALnR+yRL9cdSK6rr0Ru1Urtd2bGB1ieNzMuQSNmimsnrMhfzrrSZOsv1AVJiI06Wg1+3//RAEiNRUEqmpZKLx1z75bhwuhYffbuDpT5vaVgJHhEz/0Zqxya/5mYLaFUxNvojpKZeilQ6sLUGgEASRo8b/lS+2XIPVUepTzr2n+jvSohaSEXNUAKPsHkEQmRB/KpKo47e8f+ORHeys/JJpKZcQqg+eWXfTky9hUsIZGHXRWJr38Hv+C1Q35ZBfs5z5Gbei1x74+Ib6yhAczVriM+qpK+/98wmCwJiYY8ku+2jYVjsN3wyNohB99JGBjqINy6o1eBp8x8DrkxIJ9+PnCCSlb73ru/YrCBhHjSLqyEX+HzTAXGN/n0dsT7WJmQ2aqdwa+iD2luyMq6aG3IcfwUcFCAI/ZkPjHx9jj2kSv2ln8/eQm8nSZAKgwUumJ7fL8yZ7K7jU8RkOdDxpvIZLnZ9xi/lnpNgEVm5zodcJePuwztNb3826nU5mXl/Bvz9pwiuDZ0TIDBgKMrLiYUvJ23y68WLK6jcEOqQ+o9OEcMLkJ9BIBvwNN1y15180O6sHP7AeICteyuqzEEUN4+NPZl5GS3+qIMzSGHVmREFDRcMm4sOnccLkx9FrIpAVL3uqv++nswhUFUT22UcDkBFz1LAVMzCMBU3IpInooqMDHUYbFZ99PiTMwK7qGiqXfOGbSVIUUq+9CqHzaxgErrO/xyVONXUrI/CW/kzuDLmXJlGd7K3IMrkPP4LX5tsJGEVh7H13o0/oOOgzV8po+7uOrn0sf7a/hh43bxjOpVyK51zHNzRh4obYJ7g//hHe/tGGJArUNvb9S6LVdzM7dCnHRf6XuaGfE6Mposw1gbVN5/Fl1XV8vPtY4lMno9MFZ2O04YlCs6uGb3NuZWXuv3B5AlOKf6CEG5M5avzD+Ju47PE6WZH7SNB14gUQBQmHpwG3V/XLjY5Wl7oVZHZVfIXVEVzLgtXW7fyw4252V36NXhveMhhUYXv5Z/1mDq7INxNqdhAS2bfZTDGhk1oM18OT4SloRJHoI48IdBRtOMrKaVi/wVckBGEVVum776H4KdM2pKb0uYnegTDZk8tFzi8B1QD8F9NtvG48H6VdmW35hx/TsD7Ld4lMFIk76QRijvU1hk9ul5UpFhP9nvs410rmeLaxW0rnE/1JRMiNhGKjUErGLhiImD6VoplnAfDy18379dT0hPa+m4jKF3j2medY8vUaMkYlc+etV/DWK4/wwF3XcPwxh2I2B9cU4uGJ+lnYU/Utn266hPKGjQGOp2+kRs1nYsIZfvw0XsobNpJT/kmAIuuejOgjEQXVGSGK2nZ7FIrqVgUmqC5Iiz4MrRRCddN2QM3agGoOrrJu65dz1JSE43WLB1TtNDrmmGFb7TQ8PTSyTNThXZcCDzZVXy3Fp9+8JBG16HB0UebABdYJV20tFZ9+1kV25moEafA/BGc696VrV2jnUSHGMtZT0LbNXlTE1lfVfjOXH2/isWsjKa3xcubDdVQI0cy/7XL+ab2Hr3RHUyiloFE8nOhawTTvLgD2imnsbpetaSVctvIn+zt4EXnCeB1eQcJKKC40hCj7hlXGJkeCA7bkeXjlm2p+eTL2gKd0O10Kj7zbyOMfWREF8K4t4L2PviM+Loq5szOZN3sK1115Fn+85lx27ylkfVYO6zbkUFQSXHeswwkFGZurlm+yb2Zq8kXMGXVd24V2qHBI+o2U1q+nyVHuM8hyfcF/SIqYTVTImABF5x9BEJFabl7K6te3bVeQg+7914h6xsefgkZQO4832ksB1RycW/Ut8eEH3mdM9khUF4cTn1FP3qa+FbykRx/VNrJhuBFcvxH9hC4+HmOG70UqECgeD5VLujADnxFcZuCyd99H6ewyFQT0SYnEHBOYyqax3oK2vx/nXsNx7jUdD4iCY8dqWLnFwy1nhmEOEzGHiZyx0MDykx9BMhoYZy3gNvvrPs9tEcL5e8hNHbI9rfzR8Q5mpZEP9Se3Ne2TBZFlukWc4lrOac4fyJdSOMW1nCIxkbxL7qbixls48vYDEzWlNV7OfKiGLXluFAW87TLVlVV1LP12FUu/XUVoiJHZMyczb3YmZ512NBeffxIVlTWsaxE3O3blIx8MMw4GFfX93Fb6PlWN2Rw98RFMuuBZ1t4fGsnA0RMe5sst1/nsUxSZn3c9xOkzXgvKmVc2Vx2/5z/fYVts2OQARdM1mYnnoiBTby+i2PIboGbB8mt/YcGY2/tFhFXmm5l2VD46gxuXQ7v/B3QiLmwyRm0UdnfdAccSbAw/QSNJRB91RND4Uiy/rcVt8U0P6uLiiJg7OwAR+cdVZ/HfFVhRSL3mqoBkZwCMimP/B7WsTz/3hZX/uyaS8lovWemnEzZ5Eg2KnS91xzLDk0O0XI8WN9ViFGs1s3jPcFpbdVN7ZrhzWOxaQZkYx+uGjm3inzdehgstlzk+Q4uHLZqJPGe8HNP0GCY8/wK7bryhz6Jm3U4nZz5Ui8Uq73eqd1OznRWrs1ixOgutVsPUyWOZOzuThYfO4LSTjsBqbWbDph2sz8ph09ZdOBx9m9Q7gj8Uqqw5fL7pco6d9M9+ufMeLGJCJzJ71LVsKHypw3b1IlzI5uL/MWfUHwIUXdfUNO3A6ixr+1kSdUSZ1GySoihB830fZkigrD6Llbn/QFb2efNcHisVDVtIijzw7/zKAjMI+cSl11Oys/dl2IIgMjrmGLZXfNY2sX64IGgjFw67VlyZLzxLxOxZgQ4DgB233Yll7e8dhYIoknbdNUE1Wbvg+f9Q9t4HHeMUBPQJ8cz6+AMETXBpX3tRMZsvvASls29GkgibOoUpLzwbEBHWsGUbu268gYRIoVei5p0fm/nD0xa88oENjxQEgTEZKcybk8nc2ZmkpyXhdnvYmp3Luqxs1m/cjsXiW203Qu9p9aMcknEzkxPPDpqL6v6QFS9fb7uBausOn4oXAYmzZr5NpCktQNH5R1FkPtt0OQ32wg7LZQIi01IuDioRtrXkPdYXvkh7E7aAxISEU1k45o5+OcfCc3JwNGvJ+nZ8nx5f2biVpdv+1C+xBBPDzhQsmoxBMxPJ22yj/vd1fq9QcaecFICI/OO126n4pAvvzNVXBZ2YURSFvCee8jufWzLoGf+3hwKWUYqYPpUJz79ARb3So+Z7Xq/CPa/Wc9UTFtyeA5+ErSgKe/KKee+j7/jz3U9y/S3/4K33l6LTabjuyrN4/T8P8dgjt3DOGceQlpqw/yccoUsUZBRk1uY/zYrcR/DKwTVtvStEQeLI8Q8hif6XK37NezLoxkAIgsjsUdf4eH8UZHaUf47HGzwZyIyYI+lcUabgJb9mOXI/ZUQq8iOJTW1AlPr2hREXNgWDNnj8m/3F8BI0kkTUwoWIQXIBrv99nW8GQRQxLzgUXUzwlM7V/PgTssN3aUcXH0/MiccHIKLuqVu5ioZ1632rmoD0W29GHxfYtug9FTUNzTKn/aWGf3/iO6y0v2j13fzl7//lij88xNMvvEt1jYWzTjuaZx67kxefvo8rLz2NzEljEANQkj9c2Fv9A8u234Hba9v/wUFAmCGR+aP/7LNdrXrKoqB2RQCi6p5RUYf7babn8jaRV/NjACLyT5ghiSjTWJ/tTk8jlY1b++UclflmNDqZ6OS+ZVsFQWRU1GEIwvCqdhpe32BeL+Ygqm6qW7UKOmcKZJnoo4OrM2fFp5/7NqQDUi6/NGjEYSteh4P8J/7tG68kEjJpInEnB0fma3+iprDSw6E3VbJ8k9NvpmkgUH03G3n8mbe47Lq/8LdHX2bz1l0sPHQGf//Ln/jfSw9zy58uZP68aRgMwWcMDW4Uyhs28fW2G7G7+974bDAZF7eY2NDJPqXcIPBb3r/b+r8EC4Igkpl4Hn4m5pJd9mFQZZVGxx7j874KgkR+zc/98vxNdUaaG/QH1GQvMWLmsPPQDC9BA0TOnRPoEAC1uqlu1WrfLIIgYF4wPzBB+aE5dw/NO3f5NKQT9TpiTwi+7Ezpm2/jqqnxbaAnK4y5+86ANP7riq5Ezd4yD4tuq6Kwwhuw0QUej5dNW3bx0uufcs0Nf+OO+//Nt8vWkD4qibv+fDlvvfw3Hrz7Gk44dv5Iv5seoiBT17yXr7Zch9VRHuhw9osgiCwccyeKj6RWsLvr2FLyVkDi6o5x8Sf5WSpTsNjy+i370R9kRB/luzymeMmr+amfmhgKVOabSciw4K9hYk9ICA+uDvX9QfB8+/cDxvR0tObgWBds3JaNt6lTZ1FBIGxKJtrIyIDE5I/KL77yzSJJEjEnnIAUElyTeO3FJZS+9Y6vmBFF4s88ndCJEwITWDd0FjU/bnRwxG1VVFnkoBpfsDevhPc/Vn03f7j5H7z13lK0Wg3XXnGm6rv5+y2cc+axI76b/aDgpclZxZdbrqWueW+gw9kv0aHjVEOzz6VAYWvJe9TbigISV1foNWGMjzvZ7yDIHRWfBSgqX8KNKZhNvq1DnJ4GKvupyV5lfiSGUDcRsX1b5gzRxxKq999UdKgybASNIElEHnpIoMNow7Jqta9QEISAzULyh9fhoOqbb32zSF4v8WecFpiguqBbI3BICKOu9+2tESy0FzUn3VdDbaMc1EMlq6rrWPrdPt/Nv59/l6rqOs469ag2381Vl53OlMkjvht/KHhxehr5JvumoBME/piVdjU6TSj+Zj0Fo0F4cuLZPtVZrb1eHO76wATlh9Exx/ouO9F/y0515WG4HNIBLTslR84ZVj6aYfNtpHi9RMwJjlJtRVGo/fkXv9Oqow4/LCAx+aN2+c/Itk7qXhAwjs4gdNLEwATVBZZVa2j4fZ1/I/DNN6AJD+5lEZ05AsUYAoIQ1GKmM03Ndlau2cgTz7zd5rvZtHUn8+dN45EHVd/NrTdcxIJDRnw37VGQcXma+Cb7xqBfftJrwjgk4yb8VeaUN2RRbFnj/4EBItKUTkL4TN8xDopMbtW3AYrKF3UQZOeqrP5bdlJkkerCAxtWOdx8NMHl+DwQRJHwmTMCHQUA9sIinOW+bej1yUkY04Knv0PFZ0t8RzJA0A3MVGSZwv+8qBqB298tiiIh48cFjRG4KxwlpWRffyPeZpvvctkQotV3s2nLLl5+/TPGjE5h3qxM5s6ZwhGHzcbt9rAtJ5d1WTmsz8qh7iDvd6Mg43A38PW2Gzl12kuE6IOnsrEzY2NPYEf559Q07fTp85JV+Aqp5oVB9Z0wKfEMKho3ddqqsKP8c6YkXRAUsUYY04gwjqLBXthhu8NtocqaQ3z41AM+R0W+mdkTajGEOnE09f6GYrj5aIZNhiZ04gQ0ISGBDgNoWW7qnIqXJKKPPDIg8fjDll9AU3aOj5gRNBpig6xUu27FKuwFhX6MwDJj7rkrqIzAnXHX15N9w824G+r9ZpeGMnvzSnj/k++57Z59vhuNRvXdvNbOdzMqbXit0/cGBS82Vw3fZN8UVMshnenKIKwgU2fbS1Hd6gBF5p9RUYvQacJ8tludZX6ETuAYE3uc/2qn2l/65fmriyKQvUKfszTDzUczPDI0kkTkvLmBjqKN2l9W+J3dFEwDM9vMwO0vspJEzHHHogkNDVxgnVAUhaJXXvXNJIkicaecHJRG4FZkl4sdd9ytVmUNpXWmPtDqu1n63SpCQozMnjGJubMzOfOUo7j4vMVUVtW2zJnKZseufLzD/P1oj4IXq6OUb7Nv5ZRpL6KVjH6PGzcVbvvXvp9vPQdmHw6HL4a4ljmEZYXw3UeQk9XxscYQOONymD4fTCHqcV+9Czkbeh7n6eeM46NfVvHIo2/wyP+91rZdQCR6wnruvvcwktIFnHbY9Ct8/gY47KDTw33PQtYq+Oqdnp/vQJBELRPiTyW79INOGSWJnRVfkBgRHPaDjOgj2Vj0aodtiuIlr/pHDkm/AcHPHLne4HFpqC0NIz6jnsJtfTPsJ0fOYXfVN8Ni6Wl4CBqvl4ggKdd2Wyw0bd/us10KDSVs6pQAROSL7HRStfTrIWEGtqxajT0v33eHIJB61eWDH1APURSFPf/4F00524f0MlNfaG7x3axcsxGNRmLK5LHMm5PJ/HnTOHXxIqxNNjZu3sG6Ddls2roLuz14urwOFAoyFlseK3P/wdETHul2SeTNp6CxHlwuVaBs+Q0qSiAkDI44Bf74F3jmAchtKZYRRbjpbxCbCF+/pz72mDPgjw/Av++Dvb5fRz6YQuC0S/3vO2XxAt58/VbWrqrl+09iSBwFJ50P0fHw/EPgcsIbT8Adj6kCKm9nb9+dvjEh/lS2lb7XYZuCl8K6VXi8DjSSYXAC6YZIUzoRhlQaHMUdttvdtdQ07SY27MC9ipUFZiYvLEKj9eBx9/6Snhgxk12VXx1wHMFA8Obqe4Gg1RA2JTPQYQBgWfObT1sAQZKIWnRYwNrxd6Z2xUq8Tb7daQ1paUEjuqAlO/Pyq36W70TiTj4JfULwlhCXvPEmNd//cNCJmc54PF42b1U9N9fe+Ai33/dvvv1+NWmpidx56+W8+dLfePCeaznh2PlEDfN+NwoyBbW/sLnkzW6P250N2zeCIsOLf4PvPobNv8GaZfDSP9TE6oxD9x0/7yjImABvPQ2/LIWNq+GFh8DpgJMu6FlsZ18Dlmr179EhYzuURT/+z5vJ2rSLMy/6M5t+lfn2A/j+Y8icDaNbrseFubDldzi1C1E0EEQYU0kIn+6zpOOVXZTU/z54geyH0bH+qp1Eyhs29svzV+abESWF2LSGPj1+OPlohoWgCZ00CVEfHBUWtStX+VyAFa+XqMMPD1BEvlR+/oWvSBAEEs4+IyjMdK1Y1vyKbc9ePzOmIOWKQfzm7CU1P/5E8cuv7v/Ag5C8/H2+m+tu+jtvvvsVGklq8908/o9bOXeY+242Fr3a59ECnpaG0w3tLBMzF6o/b1u3b5utGbathwnTQON/ZFMbU+bCIUfB28+qPydEzKD1rmzm9AmMTk/izfe+xmLLp6B2JQC/t1QeZ7ZLjP/0OUycDsnpfXppfWJM7Ak+lURqafTywQtiP6SaF/ipdlIoa8jq4hG9w27V01hjGvHRMAyWnARJImzagbvF+wPZ6aS+82RtWnrkHBIcHh93QwONm7f4ZA4ESSL2xBMDFJUviqJQ/PJrvt4ZSSJ28QkYkpICF1w3NO3cSe7DjwQ6jCFBdY2Fr79fzdffryYkxMis6ROZN2cKZ5xyFBe1+G7WZ+WwLiuH7TvzhpHvRuCX3Q9z2rSXiQrxnfnTGb0BdAZITIVTL4GSfFjVrjo5JR1K/azKlhWAdBTEJEBFse9+gHAzXHIz/LgESvLUbTpNGOPiTya38humTVHj27ItFxDIKnqF9OhFVJeLuBwQn7zvufJ3gbUBJs+G0oIevA39wKjow/l17xMdBIO67LQaj9eJRgr8jW506Dg0ogGP3H5enkJl4xZkxYMoHPhluCI/kvSplQiCgqL07KZUEGVCIhyERdu5fOw5aEJqeeY/7+3/gUHMkBc0itcbNMtNDVkbUVyujhtFkYg5s5FMwdF11/Lrb77LIJJE1JGL0EYET8q//re1NO/e7btDkUm9Iji9M16bjV33PoAybC68g0dzs51Vv25i1a+b0GgkMieN4ZA5Uzh03jROWbyIpiYbWZt3si4rm01bdg5x342CLHtYtv1Ozpr5dktTO//oDfD0J/t+3r4R3ngS7O2akIdFwh4/PpnmllVlUxfFn4IIV98FjRZY+m7HfTNSLie38hviYtXO67W1DYBCg72QgtqVZMQcia1ZNSO3Z+/2fctQg4FRayY+fDoVjZtpv9bvlZ2U1q9jVHTgM+OioCE+fDql9etoH6NHdlDblEts2KQDPkdlvpnxc8swJ1qpK+v0PS4omMKdhEXZCIu2ExZlJyzaRmikA1FS42m2prGnwIVer8PpdPk5w9BgyAsagLDM4BA0davWIEhSxwnbskzUEcHTHbhuxSrfrIfXS/RRRwYqJB/UyqYusjPHH4chJbnrBweQvCf/jbOyyneJbIRe4fF42bJtN1u27eblNz5jdEYK82ZnMm92JkccNgu3x0N2zl7WZWWzPiuH2rq+eQcCiYKMzVXLr3lPcuT4h7o8zuWEJ+5SMzTRcTD/WHjwedWEu7VliUmUVL+Nn5Oo/+vCxnXWVZCSAY/eBh53x31hhgTGx5+MRlIvEXLL77SAyLbS98iIORJF8X3uhjpI23/SqV8ZHXOMT6m2gERezfKgEDQASRGzKatf36EsXvXRbOoXQdNQFYKjWUPy+Bo0WrlNvIRG2QiLsiNp1PO6HBqstUbqysIo3BaPtc6Itc5IfUM9H2y484DjCDRDXtBoo6PRxQZHw6qGDRs6ipkWzIctCEA0vsguF/W/rfW94AbZ2IimnByad/gplZBlUq4MzuxMzU/Lqf46eLqUDify8kvIyy/hg0++JzbGzNwWcXP1ZWfwh6vOZk9esbo0tSGbgqLg7srbHgWZvdU/kGpeyJjYY/0fo3SsUvp1Gdz5BFxyC9x1sbrN3gxGP0keU8u2Jj/9DRedBEefBq/9HzTWqZmgVjQa9efZGZfR2PghABERYW0xVzdtp6ZpJ8aQiT7PbWvad97BIj16Eb/mPUn77IeCl6K6VXhlF5KoG9yA/JAYMbNLH820lIt6+WwKepO7Jdtia8u46AxeRk2pZtSUatwukaY6E43VIZTuisFaa8JaZ8Rp0+JvxEWrj6bJOXQ+P/4Y2oJGFAmfHhz+GU9TE46SUp/thtQU9HFxAYjIl4asjcjOTql6QSBi1oygaUoIUPH5l/575Bx7NMa01MAF1gXOigr2/ONR307GI/Q71TUWvvl+Nd908t2cfvKRXHjuiVRV17FuQzbrsrazfefeIeC7EVi95/+ID58C7L9qT5bV5aX08epSk7UeKksgyU8D8sQ0sNugxrdpOcedpSZAr73Xd9+J56l/lr6XwJJlsQBkTsxg05ZdLRFLWIQfMBgn+nh3TCHg6NusxD5j1EURHz6tZdp2xyWd0vp1pEUFftxMX300WoO7TbCERbUuF9nRGVR3uNctYrUYsNapgiVtcg2/fT6R2tJw/AmX7hgO/WiGtqABwqYER5lx0/Ydfr0p4TNmBCQef9StWu27JAZBtSTmaWqi5ocf/fbISb4s+CqbFK+X3Q/+VRWKI2JmUOngu5EkMif7992sz8ph45YdQeq7UfDKLn7Z/QgzZz9H+8JTvUEtvW6PKMK4TNV825od2bZebao3NhP25KjbjCEw7RDY/Kv/X8tXHgWtn8TFHY/Brz+of+qqwVY2h/oGK5dceCLvfPhda8QsOiEEr1dh068dL5rhZrUPzmAzOuaYFkGzj9ZBkMEgaPbno0mMHkdolJ3wVn9Li3gxhKhrgbJXoKlFuFQXRbQsFZmwNeqhxQQsSjJJ4+qIjG+mtjSi1zHGhWUO+X40Q1vQyDKhQWIItmbn+PWmBIthWVEU6n5Z4bskpihEHRY8HYxrvv8Bxd1pQV8QCJ08iZAxowMTVDeUvf8h1m3ZgQ7joMfj7eS7SU9m3pwpXfhutlNbVx/okNtQ8FLZuKVlCvMxbdsnzoCTL4R1v0B1BYSGqx6a1DFqz5lW38yKpWo34WvuhqXvqcs+x56h7m9v9r3jMTVj88JfoWhP1/HUVe9b5orQjeeppz7gbw9fwP9eepDPvviFqZljuOe2S/nwnR3UVEzu8NjRk2DF1wf+nvSW9Ogj+C3vqQ7bFLwU1K7ksCBZdkqKmE2tfTPJybGkpSSof1ITGZNeS0Skqk4VGZobDFhrjRTlxGGtVYVLc4MeRe6+y4rsFakpiiA+w8Lejb2vAjWbxvTpdQUTQ1vQiCIh48cHOgqgRdD4uRUKzZzs5+jBp3nXbtx1vn0KTGNGB1WDuorPPvfdqCgknHXm4AezH5xVVSP9ZoKUvIJS8gpKu/Td7M0rbhvFECy+m12VS2kvaIrz1A7BR5+uihlrvbrtiTvVEulWHHZ46h4491rV6CsAuTmq6KlraZan08Oocft6zfSG37+P5WbbU9x0/bmcc8bRFJdW8Ze/v8zLL//MebM/amvfnzoGIqJgewBGKZl00cSFTaXKmk3HDIidsvosUqPmD2o8oigTYna0Wyqyscg8ltCIvyO29ACrqKylqKSCtWv3ECeeQmOtkeZ6I7K37+3hKgrMTD86D53Rjcu+nwZEnYg0paP+9gzdTPOQFjSm0RlIhsD3GVAUBevWbT6CRtTrMWWkByaoTtS1DszsNA8p6sgjAhdUJ5p27sS2N89nu2g0En3MUQGIqHvyn34OeZgNnByOtPfdmEwGZs2YxLzZmZx28hH7fDdZOazbkBNQ343SqVSprgpef7xnj62rUrsId8WYTPWjv2Vt98/zx1N8t6VHHcEb/3uK/776mc++soYskiPVHlvHnAF7d0Chn24Lg8HomGNaBM0+BEGisG7lgAkaQVAIiXS0qypSxUtIpKOtd6ndqsNaZ6QqP463179AQVEJJaWVOFrKozWigUsPvaRf+tFUFUQCEJdeT8mO2F49VisZCdHF0eyqPOA4AsWQFTSCJAXNYEJnWZnfUQKhkycFzbiDOn8DM2WZqMMDv77cSuUS/2bguJMXIxkCP5elPfXr1lO3/OdAhzFCL7HZHKz+dROr2/lu5s3O5JA5UzjlxMNpbraTtXkH6zYMvu+mtQqm3rUNvWGqj3/mQJgwFbI3gNPe+8eKooaJCaexteRdv4MgkyPnkpwBsw9TZzsFivToI1mb/3SHbYripbS+FxM6u6S1l0uLQbeln0uI2Y7U0svFadNgrTVRUxxB/pbEluUiIx7XvsvsjhyZ0voSBqofjcuuxVIRSkK6pdeCBiA6dCzNdVUM1SzNkBU0iixjGhMca37W7BzfjUHUwdhZWek386GNMhMyITiW7Lw2G9Xffu9/YObppwYmqC6Q3W7yHnvCN+M1wpCive/mlf99TkZ6strvZs4UFi1UfTc52/eyboParXiwfDcvvKN+b9x6jq8puK8s6X581H6ZEH8qW0re7rBNwUth7Uq8QgNX3xnBj0tg11b/jx8MQvQxRBrTqbcXdNje5Cyn2VlNiL4nF3gFQ6irrZqoLfNitqPRqp91l0PCWmeirjyUopxYtcKo1ojLsf8lnoHuRwNqk71xc0sRJbnXy1dm0xiKLWuHbKXTkBU0KAqmIDGJWrO3I2gkFE+7XwKvN6ga/nUuKRYkiagjjwia2U01P/zkt6Q8ZPw4QsaNC0xQXVD+wUc4SstGqpqGGfkFpeQXlPLhp8uIjTEzZ9Zk5s2ZwlWXnc51V52l+m42bld9N4Vl/X7+zdt2c+TiPwEwMf40RGfwjCIJMySRFDGX8oasTmMGZPZWrOJvf/KzVhUAkiPn0uAo9rkgVzRuYkzs8e22qL1cWiuLQtuVRWv16mM9LhFrnZHGGhOlu6LbKouczf57ufSE/u1H45/KfDOTFhQTk9JIVWFkrx4bZRozZMUMDGVBA8GTodm6taOYaSFYDMF1K1f5CBp1YGbwLDdVLPnCt49LEJqBXbW1FL/62oiYGeZU11j4dtkavl22pqPv5qRFXHjOCVRV17G+Rdzk7Ogf301jYzO/rlVTHL+LOzl/ziEYteYDft7+YkLCKZQ1rO+wTUAkr2Y54+ODQ9AkRMwkp/zjDtvCQkMxROcxakplh/b/OmNLLxePQFNLx9zKfHNbZZHdqqOvwqUruupHU2XNRlGUfrnBbLIYaK7XE59h6bWgMYdkHPD5A8mQFTRSaCjaqMB/2GWnk+Y9e32262Jj0UVHBSCijiiyrBqWOy2NiHo9EbNnBSiqjjirqv12Bhb1emKOO8bPIwJH6TvvIbs9gQ5jhEHEn++mtWrq5BMOa/PdrM/KYePmndjsB75OJMsetpW+z7z0P/XDK+gfUs3zEQUtsrKvrYKCTFl9Fk5PI3pNYGfBabQeMsdPgIR5pKWqJdFpKfFEmdWeLLK3kKZ6tSS6pjiire1/c4OhrZfLQCMKGmLDJlPesLHDdre3Gbu7FpOuP7reC1Tkm0keV8s20umNKIswpCEgoTA0szRDVtCEjBsbFMslzbtzfX0fokjY9GmBCagT9sJCZEenL1hBIGzGdERd4HszAFjWrPGpFhQkiZjjjw2aoZ4Arto6Kj75bMQ3cxDT3nfzajvfzdzZmT6+m/Ubc6ipre/TeRRktpd9wtSkCzHqAn/jBqCVTKSa51NUt9pnunVR3RrGxS0elDhESW6rJmrvdTGFq1VDR8jnqiXRxeX8uPx3ikoqKSop5/CkFzFqA9+1PSpkHJWNW5GVjjdGFlt+PwkaddlpzMwKIuKaaajq+SwKUdQQbkymwV7UL3EMNkNS0AgaDSHjBnkCWhdYc7b7XSoJloZ61hw/Y3hFkfCpwdFhGVoGZgpihwl7itcbVCXlAGXvfeB3VtcIBy/tfTcx0ZFtmZs2301+CeuycliflUN+ge9olO6QFQ9bS9/lkIwbByj63pMRczSFdSs7bBMQyav+qd8FjSDKhEY6fGYWmSKctN7L2hr1WOuMlOVGt80rWr7pNbYWf+rjBSkzbe7kowkMUabRPmIGBOqa97aVwB8olvIwXA6J+PT6XgkagOiQ8TTaS3y8PkOBISloFI8nePwz27K7EDTB4Z9pys7xHXfg9QZNh2WvzUbDhiyfrIeg0xExe3aAovLFbbFQ/vEnI9mZEbqkprZ+n+/GaGDWDHXOlD/fzfYdeXj2I44VZLaXf8rU5Asx6aIH6VV0T6p5AaKg6XBBVpAprV+Py9OETtP7yZSCoGCKcPjMLAqJdCC2lEQ7mrQ01pmoLGjxuNSasFqMeN2+bTFiTDNQlI86nUOivKGzMTgwmE2+xSyCIGKx+Vai9hVFEagqiCQ+w8LudSm9eqzZNJp8lvdbLIPJkBQ0AKYxwWFeatyy1fdiLElB08G4cfNWv1mFsMn9UyJ4oNSvW4/i6XS3IopEHjIvKJomtlL2/oe+cY4wQhfY7A5W/7aZ1b9tRiNJTJ40um0UQ6vvZuOWnazbkN2t70ZRvGwtfY9DM24a5FfgH53GRErkoRRbfvVZdiqsW824uO4qsxSMYc42U26reAk125E0Lb1c7BrV41IaTv7WeKx1JprqjLidPb9UJYbP8D1zv/WjOXD8deRVFC+1zbn9ep7KfDMpE2sxhjmxW3v+XRoVMnpIZmdgCAsaY0bgBY2rthZ3TY3PdtPYMUHhT/HabNgLC32265OT0YQH1sDXSt2qNb4ZJFkm6ojDAxdUJ9wNDZR/+PFIdmaEPuHxetmancvW7Fxe/d/npI9KahM3t9988/6K/AAA2n5JREFUKR6Pl+wde1m3IZv1WR19NwoyO8s/Z2bqFeg1YYF7Ee3IiDmaIsvqDtsERPJrlrcIGgVDiKtNuIRG2QmPtqm9XHTqZ8jtlLDWGamvDKV4R2xbZVFv2/X7Q68N74d+NANHVx15G2yFKIrcNkriQKkuikD2CsSnWyjY1vPxNv4ySEOFISloNOFhaEJCAh2GagjuhKDREB4khuCmHTt9yosFSQqa+BSvl7qVK30zSAKYFywITFB+qFr6NbLLFegwRhgmFBSWUVBYxketvptZmcybk8lVl57OdVeeRV5BKes2ZLOuxXfjVdzkVn7DlOTzAx06AGlRCxEECUXxEhEeSlpqAqkpCYxKTWL2pGzCox37erm4xbaS6LLcll4utUYczf1fEt2envejCQz+OvJ6FRdWRznhxuR+OYfHraGmNJz4jN4JmlB9ApKoxysH43T67hmSgkaf3Ls1wYHCUVTs29/F48E0PjgawVlztvt0s1VkOXgMy9k5eK1+RkZMmowuCEryQZ3TVfHpkpG+MyMMCDW19Xz7wxq+/UH13cycPpF5czI5dfEiLjjnBKprLKzPymHrlt9RhLMQlAPPYPQFrd6zr7Io2s7Uk+4gLt5ERITqmXG53JSWVVFXa6eqMEn1uNQaW5Y6Br8a1V8/GkGQqLLmBIWg6aojr8WW12+CBqAyP5LMw4rQ6DwdRjB0hyCIRBrTqW3etf+Dg4yhJ2gkEVN6WqCjAMBeXKIul3TyVhjTgiM+67Zs341BVIFVt2q17+wmUSTqyEWBC6oTjZs24yzr/66wI4zQGZvdwZq1m1mzdp/vprVq6qQTDsPpyKKmKIbK/EiqCiN7fIHqDZLWS5hZ9beEtpREh0fZMISqvWdkGZotRkrLQvlm2SqKSsopKq6gorIWRRaYkXo5s9L6p1LnQIgP9x07o/pU9gQgGl/8deQVkLDY8hgV3X/L7ZX5ZqYeUUhsWgPle3puLI8OGUdd854h149myAkaAQFDSnBkaOyFhX6NosbUwMfXNgHcT/WQaXTg/UcAdStW+vbwGQoDM0cYYYBp77t57c0lZIxK4diFJ7DgkDnMOqEW2StQWxpGZYGZijwzjqbeGehFSSbU3NGcGxZtxxSuLjMoCtga9FhrTarHpU4tiW62GJBltSLns00P+jxvWUMWs7iqX96DA8GoNaPXROD0NHTYXte8p9868h4I/jvyKtQ1+zZpPRAcTXoaqk3EZ1h6JWgiTaMYigMqh5ygUbxe9EmJgQ4DAHtBgc820WREExk56LF0xlVZiaehwWd76MQJCJrA/7N7GhtxFJf4bNcnxGNMHxWAiHxxNzRSu/znETEzQsDJLyzh1cI3sO4+lejoMOIzLMRn1DN5YRFTFhXSUG2iMt9MRb6ZxmoTrcs8gigTEuloK4VuFS8hEQ5avae2Rh3WOhNluVFt84qaLAZkj29JdCuRxgx0Uigub8cl42prDh7ZiUYMfIViVMiYLjry1gW8DN5fR14Fud8rnUDN0qRPq0AQZRS5Z4Zjky52SFY6Bf7K1gcMiYEXNLLLhaum1me7MSUl4Oof/E8AF4JoAniTn1EHgiQReci8oHj/AKq/+26kkd4IQYOCQl7Nj4ToL6BwWwKF2xLQ6DzEpjWQMNpCxoxyxs8rxe2UcNo1CKKCMcSF2KJLHM1arLVGqgoj28y5TXVGPO7eXwYEQSApcjaFtas6XPhkxUO1dTuJETP762X3ma478uYFXNB01ZHX6ijFK7uRxP7zSlXmmxk/r5SoxCZqS3tW3Rro96evDElBo09KCnQIOEpLfY2iohgU5eSgGoI7TwBXgmgCuDU7x2cpRwmihn8AlZ9/GegQRjgoEEhIO5Lk0ccTET0JnT4Cj8dGfXU2e7a9RX1N682JQn7Nj8yedCa2KAWrRoNTlqiWwml2eIlSGtAiI0oyxlAXkkbB6xGoKQ6jNDeK8j3ReFwa3FqwhYPLCJ4W/6nGDSYrmBo7WnjdWmiMBrceRBkMzRBWpx6TGDGLgtqVGELiWXTq20iSnt+++xPlDZuCQ9CYMvx25LU05/VbR94DwV9HXgWZBnsRUSH91zi2odqEo0lLfIZlRNAEHZKELibwb7a/5RJBEILCPwPQnLsnqCeA+/P3AEFjWHaUlPpdUhxhhP4mZcxipi24r8M2nRRBXMpCYpMPRWp8m1EJjaSmJBAfn8yyTTINzUZar4MOt5ZdJXHkF0cTX+XF06ze3YdF20gYbSE+w8L0owuYekQhNaVhfJE9kc6VRx49NOrBZQBzlbpNFqE2CZSWDI9XguZIEBQIs9AiWhSmzLsdjdZE/vYPqK/NocytCQofzWB05D0QuurIa7Ht7VdB0zqsMj7dwvbVafSk6syo7Z+ZUoPNkBM0upgYBLF/Gg8dCPbiYt+SaK8XQ1pqAKPah73At6GeZDKhjwtsUyloMSxn5/hkuESDAeOo4PDP1K1a7TvSYoQRBgCD0YjX3Yjo+I34yAZi42KodcygwhKFIEiEJJxH+qhvKCquYHX2GGS9EQBTg4KhWcAeBvYwcAkStQaJiGb1ea21IVhrQ8hdn4IhxEl8Rj2xGRYEYExSDfGmJmzVJoqrIqnRaUEQcISCqwF0TrCFqWJG64DwOvBooSEG7KGqoIk0ZpCSsZi4lAXYmsrZveVVIHh8NJEm32y5onipad4dgGh8MZt8O/IKSFgdFf1+rsp8M+lTqwg122my7H/gr05jQhJ1eOWh1X9ryAkafUJ8oEMAwFleiSCKKJ2yDIbk/ush0FdkpxN3ra+/J1jElqO4BG9zs8/20MzJQSFWAWp/Wbn/g0YYoReYjAZSUxJIS00gLSWetNRE0lIT8BBPqDEXSQilpMxGccku6ks2QtgdAFjtJu57+HXc7iaOP/8qNIDGBeG1AgKgc4BLD16dKmzC69QsSnsczXoKs+MpyI4nJsxLuCgQkeFh7Owi5hjyWfrrJMrr1eUIt1FG5xTxtlwdjFb1HDoHWKNAbsnYKKLApDk3A5Dz+5N4Per4BlnxUNu0i/jwwDbw3NeRt6rD9v7uyNtXQvS+k78FQcDu9v3uPlBqS8PxuETiM+p7JGgAjNoompz9L64GkqElaAQBXWzgMwwAzvJyvyXb+oSed2QcKLry95gy0gMST2ea/E0AlyTCg8Sw7G5oxLpt20h2ZoQ+odfrSE2O9xEvMdGRAHi9XsoraigqruC7H36lqLiC4pIKyitr8HrVGySNLozjz79j35MKAnqDGY225WJkdyBgUHehZlTsOlBEcOvUn/0hABqrRLk1mvI90QiiTFSiFXfEvkvB+ENKicfBpr1J2OQQHKGgdanPK0ugaXluazRoDWGU5i+jumxth/NYbHkBFzQA0aHjaK6rxqcjr7OccENgbz79+VRkxYvN5TtO50CRvSLVxRHEZ1jYu7FnHlSTLnZE0AwkgiQFTQdZh59ma4JGgzYI4rMXFftuFAQMqcGRobHm5CBoNB0FYRAZgut/Wzsyt2mE/aLVakhOjCUtNZHU1oxLSjxxsVGIoogsy1RV11FUXMEvKzdQVFJBUUkFpWVVePz429qTMnrfkEd7cyVuZwMa7b5J1k7JCS2CBmjLprT9vYdd6xVZpKoiglot0JKwcFYYMU1o4LDDc/l01TRcRpHadtf+kEY1I2QLAzwedqx/tsNzCoIGiy2/ZwEMMF125G3OC7igMWgj6TykEhSanJX+H3CAVOabmX5MHjqju0czs0L0cQhWcUiVbw8pQaMoCtrowBuCAVyVVT7bdLExQVFy7Cgu8fH34PViDBJB07h5q9/sVliQGJbrVq7yff9GOGiRJJHE+Bg129IqXlISSUyIRpLU9ZfqGgvFJRWsXbetTbiUlFbhdPbegxCTOJcJs65v+7lg5ycAeNxNNNblEh41Dik0gkaPWnXkNKkVS2304itIFsGSoGZ2QF3Kqt4SQ82WGAwhTsanNVAuGGhy6wg1uBgdU0dItMLvVUkgiJiqnbic9R2eU1E81Db1fz+VvmA2jR6Ujrx9QRQkDJoIHJ76DtsHIkMDUFUQCQrEp1so3uG73NUZkzYaQRBRlKHzPTikBA1eb1BkQLzNNrw2m8/2YCgnh5YMjR9hZQiCCizZ6cSW51tloIuPRxsEDQkVrxfLr7+NiJmDEFEQiIuLIq11qahFvCQnxaFtaUZpqW+kqLiCzVt38uU3FRQVV1JcUoHN7uiXGEaNP4tJc29GFNXzVZf9Tv6OD9v279z4InOPfhxBlGiOVKuOAEQPyC3f5kIPf3XdWlXMeFtu1gUvRFbt00OOZj2OHXqMQJjWQ+woGwkaO+URRly1IgmRjUxJrqVKuAvBNBO9MZpGyx52Zr1AnWVvUHTkjQrxNzlaocHuJ4sdAIy6aB9B43DXD8h753JoqasIIz6jvmeCRhc9pMQMDDVBA2ijogIdAs5K33VFQZIwBEkHY0dZmd/utsEgaBylpb5iQRQJnx4c/hlbQSGyo38uTiMELzHRkS3+loS2adGpyfHo9ToArE02iorL2bErn2U/rlVnFpVUYrX6mtn7A0GQmDr/HlLGLG7bVpr3Pdt+exTaXVRqytex/ue7GD/9GiKjJiLKAiarmmmxRajHSL7JTx8cJqiP25eZkdxgrlS9Mv7wuDWU74mmuCCa6hQFQVAYrW+kUjIQmnAa4aZmZHc1Gu005h7zOL8suTAoOvKG6X1vMhVkml3VAYjGl1B9HBZbx3EHsuLB5bWi1/SsZ0xvqMyPZMK8UkRJRvZ2b4o26WKG1HITDEFBo4sOAkFT4X+NUx8fJBVYfvw9ksmEJiQkANF0pCt/jzE9fdBj8Ydfw/IIQ5bIiLCWbEuLeElRxYvJpPpP7HYHRSWV5BeUsWJ1FsUllRQVl2Optw5qnNMPe5Ck9GMB8Hpd7NjwHEW7P/d7bE3Z79SU/c7CMXcxMeE0AGpb7qUEWV026g6HCSzxtKVi9M0QWa02ztsfDTGAKBBaC/n5KVSMUlBw4q1+jnmzx1JqNbG7NJY/XH8fhoa9OCpCWyZuBwaNZEAjGvDIHW9Smp2+loFAYNLFIAiSz7KYzVUzQILGzOSFxcSkNlBV0P1qR6DFaF8YcoImKDI0fgSN4vUGRYWToii4qn3XYHXx+08xDgb2It/+PcHk7/HXwXiE4Ccs1LSvqqideAkLU0W80+WmpKSCopJK1m7Ipqi4nOKSSqprLAGOHBJHHd0mZtxOK+uX39GuO7B/BCTKGzYyMeE03Dq1IR6onpruFipkARpiaTsoxKL2lOnJ4oYtFFwmtcoppAG8IiiSgGy18fGSpXz8GUyaUUHG1BtxevQceYwHSbOZxhoTFXlmKvPNNLSbMzVYGLVRWJ0db/Ls7rpBjaErTDr/Dexsrlq/jQEPlOZ6I00WA/EZlv0KGuOIoBl4tObAe2jc9fUIkuQz50cXG/juim5LvV/DrSFI/D2O4hIEQfCZ4xosPXIat2wZETNBjNGob8uytAqX1JQEoswtPVQ8HsrKqikqqWDztt0UFVdQVFxOVVUdcpCW4Y+aeE7b34v3fIXX6yTMPLbDMU0NBSiyh5jEeUTGZlJfvY1muZnmcGgyo2oEGULb6TNbGDRGgeQFcwVoPOAI3ddHRnKBsRk8uo7xiF71Me2RRbVMG0XN5gi0ZHQUkLT7+pq4POol5auvlrD2y3BOP+pq4kdbSJ9Wwfh5pdibtFTmq+KmtiQcuYfDEg+EEH2sj6Bxe5vxyi4kUdfFowYH1afi+31jc/V/L5pWKvPNJE+oYRsK3YnLkQzNACOZTIja/hva1Ve8Nptf060UBEs6zgo//h6NBn0QDPQEdUK5v4GP/TkyYoYRnk7b9/Pi3WBvdy3TCfC/dEjSwZG79m33NtvQ11t4/MnbOf3kRURGhJKzI5+H//Uq3/3Qsc9GZxrKfsJo9E2t68yHdfj55BMXct8dlzNl8hisTTY+/+oX7vvri1itNkwmA+tXvMHHn//EX//5ah9e+fBBp9OSkhzPqBZ/iypc1JJoAK8sU9HSy+WH5WvVyqLiCsorqtt6uQwVwtuJl9GZFzE68yKfY37+7BzszRXoDJGMn3512/bG1r+0CA1Nu3uZ5gi1069HAkcIhDaovWRa8eqgxs/HLrQla9OexmhVCIXU7/PZCKhN9+zhetLGnY61IZ/UsafR1FBEVckaPMbRlO+Npnzvvn438Rn1JIy2kD61CrdLpLowksp8M1WFkbidA3M5CtHFIeBbfmxz1RFmCGxW3d+IAQER+4AKmkjGzConMq6Z+qrQLo/TSWGIgsbPPKzgZWgJmiAQDACy3e53uxTSsw6MA4nL33KYLAdNh2VHqa+/RxMRgWTq//fuX+Vg8YCz0435+VGqmOmMfecOvv7kScaMTuaRR1+nqtrCzX88j0/ffZTjTruZX9du9Xue0FAjRqOe5/77Md//2LXwOXXxYXz8zj/56pvVPP70O0yemMF9d15BeloSp557Ozabg8uue5gV373Idz+uZe267AN5+UMCjUYiqaWXy6h2mZf4OLWXC0BFZS3FJRWs+nUTxSUVFBarvVzc7qHzRdsdGm3Pf/eb6vOpKd9AmHkMWm0oohcMTi2h9aB1dzw2pGFfhsbQ4mVW+pAQcRrUDsSS21fohNeqXYnHTb8KQZCoq9rC9vXPIMvuDsZbRRapLY2gtjSC7avTCIu2E59hISHDwszj9yLLUFcWTmWemYp8c7/6bow6/+XHNldNwAWNvyyIIIgDmqGxVIThsmuIz7B0K2gEQcCgNWMLEgN1TxhigibwggHUDE3nkQfAgFyUe4uzusp3BpEsB4VhWfZ4cFt8PQv6xIH5Utlig4pO17xULVwcBbsdMN7Qcd8xehfz5szmzAvv5uvv1gDw48/r2b3lI+6/8wpOPvs2v+eJi1GXQVes2siyn37vMp7H/3kzWZt2ct5l96MoCkuWrkSjkXjg7qs4dN4U1q7LJmvTTr76ZjV/ve8aTjzj1j6/9mBDFEUSE2LaGtCNasm4JCXGtvVyqamtp6ikgnVZ2W3dc4tLKnH0oZfLUOKbtw/b/0EtNFpyWffjrW0/LxxzB4kJZ/g91mRV/7Qnslr90xv0DkjsYp6jqEBELSzffAd1zR17zzjcDV2UHwtYa01Ya03s2ZCMIcRFXLqFhNEWJi4sInNRoeq7yVezNw1VIRyI76ar8uOBGDHQWwazW3AriiJQWRhJfIaFXb93v9QfoosZETQDRTAIBmhZcvInaIxGP0cPLt5mmzpjqtOyjtYcGZiA2uGqrvEdJyAIgzb/SgTuTYTfmyHf6Stojh0dQ0VlbZuYAahvsPLN979y7pnHoNfr/DZKi2kRNA2NTeh0Wlwut88xM6dPYHR6Ek899x5Ku/fg3Q+/54G7r+LEYw9ty8j8+4UPWP3DS0zNHMO2nL0+zxXMCIJAXKy5QwO6tJR4UpLj0WrVr5uGBitFJRVsyc5l6XerVJ9LSQU220i5fG8QBCloOvKG6uJ8BI2CF6enoaUjbtc4mnUU5cRTlBOPpPUSl1ZPfIaF9KmVjJ9bdsC+G//lx8KAioaeYtRG4a9bcOf5U/1NZb6Z1Ik1GMMc2K2GLo/TSl1ncIKRoSVoQoPjzfVYm/xuDwbB5W327+8RgyA2V6XvcpggSYO2HHZ5NKTp4IFSOC3Sd/+kpGi2Zvt2OM3ensdF553A6PQkduwq8NkfF6s+2Q9fPQeomYal367hgb/9l6pqNSM1bYrqk9iyrePz780vxWZzMH7sPtPPug05VNdYOP6YQ4Ja0ERHRbQYc1tb/6u9XAwGdbmgqclGcUklu/cU8sPPv7dlXBoa/X9+RugdiuKltnlPoMMAui8/3p+gaY/XLfn13agCp2++G39ZEFGQBnRZp6eIogadFIrL2zGVNtB9cqqLIvB6BeIz6inY2nWGXBNg03RvGTqCRhDQhAaHh8bb5NtcS9BqETSBfzvVDsa+1RzBILac5b6G5cEqd59jgkui4R/lUNdFEVNMRCi1dQ0+2+ssqvUyIsK/oN6avYczL7ybpiYb0VERHHvUPC6/+CQOWzCduYuupLnZTlysmsWprfV9fku91ee5f/t9G/PnTenNSxwwIiJC28qgW5vQpaUmEGJSM5J2h5PiFlPu6l83UdiyXNT6vo0wcFiag0PwdlXia3PVEhUy1u++/dE7301kl5kGf8ZbRVGCIkMDoNeG+wgat9e3E31/4nVL1JaEE59h6VbQiKIW3wxS8BL4K3BPEUVEY+AvyoDfsQeioeu03WCi+nv8CZrAL4e56+t9e9AoyoCXuydp4YFE+KoelnfRL81rt6PRaJH9LCW2LhHJft5XgKLiSoqK92WfPvvyF3bsyufJf93CpRcu5r+vfoamxSfS1fN3fu6yilpmTZ/Qk5fXb4SGGDuUQ7eKl4hwVWy5XG5KyqooKi5nw8btFBWXU1hcQU1tfYdltBEGD5e3CY/XiUYKXPM6aFnWGdDy4574boxUtCxNtffd+MvQKAysT6U3SIJvFkSWB97wXplvJvPwQjQ6Dx6XfykgCVoEBJQRQdO/CIIQFFkG8C9opCARNLLd7t/fEwTvnddmQxAFOvvzNGFhA3bOMBEeTYYyN7xaA8aW1ThNy/9bf66tqKQhzUxkhG8s5kh1W21tfY/P+95Hy3jyX7cwZbLaHKt1mSXCz/NHRoRSW9fxuevrrW3n7W8MBj2pyfE+wiU6Su2d7/F4Kauopqi4gq3Zq9q651ZU1fkVZCMEFpu7hnApsJOj/VfrSANmvN2f78bRpG0TNzXFYYiCFlnp6G0LhiUnwG8vHH/isL+pzI9k6pEFxI1qoCzXf4ZtX4ZmaDBkBA0ER5YBwOvwLdsOlgosj9V/CiIoDMs2G/4+HAMpthaEQlrLzevScb77vx2v/n/6b5Xsym1k0sQMn2MmT8ygsbGZvALfkvOu0OvVfkmtRtdduYUAZE7MYNOWfc1vRqUmEBpqYmt2Ry9EREQojQc4N0in1ZCcHL9v2GLL/1t7uciyTEVlLUUlFfz0y7q2yqKy8mo8I80Fhww2Vw3hhiAUNINkvO3guxEUopKsxGdY2nw3HpdI9JxLWbthM1mbdtDUrH5/dxY4gUISfXurDUbvF0eznvoqE/EZlq4FjaAZSitOQ0fQKIoSFFkGRVGQHU6f7cHSI8fT3IW/p2XJI5D8P3vnHd5GYf/h907Le++dxHESZ+9NAgkQNqVAoazSltEyWrp3S1s6fpRR6GAXaAuUUmjZe5O9d2LHjve2vLR1d78/ZDuxdXLsxNad7XufhwdHkuWPZenuc98pOZ2qqQlxBM3WJgfcVhl8+znxcG78sfu8jU28XlHNr392MyuWzebT9bsAiI+L4fxzVvDfVz8KmVaxWMxBM1G+el1gx857H24F4NMNu2lr7+TqK9fxj3+92fu4a648B7/fz39f+ajP92ekJdHQNLjx7GZTYJZL/9H/6enJmLpnuTQ2tQZqXDbs7O0qqqlpwDtGZrmMZ0ZyCNtgUatTCbQfh1ebogi01MTRUhMXqLtJCtTdpKRV8c1brkKSJPYfLGfztr3s262PdmS1lJOCjKxIiMLIHrcbyhOZOKceQZRRVLrHTKK1O+U0Ohg1hgZZ1kWUQfZ41VM6OunAkh0q6bBIfaTDJIczuG2bkY3QtEnQpjIHcX73j9zTfZ+/s5O/Pv1fbrj+Yv75+J386vd/o62tk298/QvIsswvf/d47/d++OZfaO9wcNHl3wXglz+9kdTkBD78eDt+SeLstYu56gvrePF/H/QO2vN4vPzyt09w7+++wZMP/5QX//chM6dP4gffvpYH/vrvoOjPkkUzeOixvssJRUEgIz35WEt0biZ5uRlkZaRiNgcOfC2t7VRV1wdqXLoLdatqGnCrmHCDsYCgi9SJzayWHlXwSepDSMODQGdrFJ2tUTy75Wls0V4Wzitm0fwZXHvl+ViuNdPRsrt3mN+pzrs5WUKtX5AVf1gMzZTFNSRldtJSEx90vyiMHosAo8nQgC6iDLJLpfpcEDDrJOUkqegbyQjIUAg5v0cHr53kdNLlcLH2vFv5w29u53d3fh1BEPhkw05uOPc3vUW/UVERLJg7jZtu/13v927Zup+f/uDLXHLhasxmEyVHqvjujx/kwYf+3edn/Onhf+OXJG67+TIuvfgMqmoa+dmvH+G+Pz3X53FzZ08hMyOF6tpGLrnwjF7zkpOVhtUaCE93dDqoqKxj775SXn/r0950UU843WB8oKf2YzVkWR9DEUXBgt3ezNvvbeTt9zYSEWFj4Zw5XH7218mf2cjk7rqbhqOJ1JeFb88UqKecAGTZB+LIFnt3NEfh6rSSPqFN1dCE0qZXRo+hURQQtS9OUisIRhR1kQ4DkFzBw8lMUfpIh0ldIeb3aGC4nmwJ/NdDYJ2FQEVVPZdd86OQ37d8ySwkSeZ/r33ce9uLL3/Iiy9/OKif+9BjL/LQYy/2/jspMY5ZMyaTn5vRG3m55KJV2O2dXHLhWhxOF5VV9ZQeqeT9DzcHoi7V9bS3G7NcDEBBweMPHgUQbkTBpLovSdJpnYrb7WHjlr0UmSYF1d3kzwjU3TRWJtBQnkDj0cQR2zMFAbOlVqgSntdOoOFoYGrw/k/z6B+hEgXLqEk3wWgyNAR2XGiNmqHRSwdWoL5HxdDoIAIC6vU9otWKII7M39UmBrqYXIP4REpO9XRYf1avnMcbb6+nq2tokZC42OjebqL844bRxcQE/jZut4eqmgb8fj/Zmcnc/t37eOnlD1Xn4hgY9KIEalX0QGCwXj9Do6MITX96Cm9D1d2kT7Az98yy7nk3sb3Tip0dw5vCN4nqrdGyHB4z2FCeSMHMRmKTXHS29j1XBIzg6LE0o8rQMEInvqEgqdSogD7SOrLHq3pSNuukvkfttRvJ+T1PdTcs9d+2rUaoguX+/PjOhwa8Pyoqok8rdH53gW5Pu7bP5++e5VLP1p37e1uiG5vs2GwWNn3wOPc++CyPPfm/Qf2OBuMdJWwnvhMR2MzcV4ukE22D7yQ6VndTui0bW7SX9AI76RPamLq0iukrK+loiaShLGBu2oah7kYULN379/reHq7oVkt1HH6vSPoEe5ChEQXzoC709MKoMjQjdSU/FCSVCIheOrBU02GCoJsOLNWBhCPQil/i6dvZ5B5shGYIM1YibFZyema59EzPzckgJTkh8HySRG1dE1XVDbz+znoqq+qoqm6grr455CwXt9vL7KXXDFqDgYGCopu0jiia6b8ySTet0WqdRIoUYnnmMTz95t2k5rUH0lI9dTeOwJ6p+rJEWmrikKWhn6NE0azaSRSO4XqBnyPSVBlP+gQ7pdv6tv+bROuoGaoHo8zQ6KGGRs1UCTCkk+GIIauEngUBwaS9EQRQfMEHN9E2/EVvDvlY99JgUVtnAYGW7OystD6zXHJzMshID8xtkGWZhsZAS/SHH2+lorqeyqq6wCwXvz5SAQZjGUU3aR2TSlpHN9oG6CRS062G5DNRfySJ+iNJCIJCYmYnGRP71t00VcZT37Nnyj2451UzWwCSEr7Xrr48kblnlmGL8uJxHtMT6HIyDM2IoIcaGtGq8uYTBGSv9h9cVW2yjKyy/VkLBEvw203x62MOisliPhZxOW5vUUZGSp9ZLlXVDWzYvJuq6noqquqprmlQ3a5tYBAu9JLWUWvxDceAuMEQ2tD4MDH0Th5FEWitjaO1NlB3E5PkIqNf3Y29Lpb6shPX3YTuEAvfa9dYkYAiQ1pBG1X703pvV6s90jOjytDoIUIjRqhHFHRhaEJEO2SPPmaQiBaVnSVh1iYoCvF+DyleJyleFyk+FyleJ4nfuAJzdySr1d5BVXU923cdpPLV+t4t0U6VDjIDA63RS1pH1Gji7WAIaWhkP5zyNBCBrtYoSnvqbqK8vRvC+9TdlCfSUBZcdxMqQhPOv6vPbaG1Lpb0CfY+hsZo2x5BBFH7OTSqURC6C3I1RgilzaWP2SRqr50yUtENRSHO7yXZ5yLV6yTF5yLZ6yTZ58LSXeTmEs00WyOpjojlrQ82ceD9T6mqqqOza2Q33RoYDCcWk/YNCRBq/5D2F6EAAiJqrdEjYbg8TiuV+9Ko3JcWqLvJbSd9YiAtNXnBsbqbhvJEmqvjEEWzap1KuCNvDUcTmbK4CtEsIfsD51ojQjOC9G8J1ALRqhIFURRdREEEQUAwm4PSOJIOtAEINpUIjUpdzZBQFKIlX2+kJRB1cZLsdWHrfr94BJEWaxQN1mj2x6TQbI2i2RKJw9TdXQCUHKmn6VC5PmqhDAwGiYCIxaSPon+1qcAWk/bNEgA+2YVaLYjZNLJT1CWfifqyJOrLjtXdpE+wk3Fc3c2EQ1nEfzqfrdv39rmYEkZ4SnB/GsoTKF5eSWpOBw1HE7s16MOQDpbRZWh0UKugFgVRFEUXKScI7G3qb2j0YLZAPSWmVigcikjJR7LXRWq3YekxL5HdxdA+QaTFEkmzNZLDUUkB42KNpNNk7TUuoRCsVgRh9OwsMTAAQBB0E6Hxy8EpWb1o8/rVBlEKmMXwrYU5vu7mwGeBupv0CXZisjq4/WtfQJIv4+ChcjZv3cvmrfvCbgYdbZF02SNIn2DvNTR+aXSl2UeVodGDaVCtU9GRoREtlqAUk6KDdBiASWXmjOL3B7VOWmV/wKx0G5aeWpdoKWB+JARaLRE0WaM4GhVPsyWSZmsU7WYbykleUYjWE5seAwO9ISBg1kEURFFk1Y4mq0kfM7B8UnAXo0m0athoEqi76WqN4tN//YMm7yfMnzuVRfOnc9UXzuX6ay6iramTpoqqwLybhvDsmWooTyRnahN8oACCxru4hs7oMTSiqAvTIKqkTfSScgJ1fXp43SB4iJ7NZiUnO41iez1p+HpTRnFSQK8M2C0RNFsi2RmbRrM1kmZLFG0WG/IwH4hU/64GBqMAqw4MTSA6ExzftJj1mw4LZ3RmIHySE7u9g3fe38g7728kwmZlzqwpfOHs21TqbhJoro4/qXk3g6G+PJFJ8+pISO+irSEWn+RUXWmhV0aNoREEAdmrvWkQLSEWiakM3NMCtZSY1obGpMgk+dwsnT6RpNzE3mF0aalJiKII7ZW0mW00WyO7a1wiabZE0mqJRArTMEVLQgKKUT9jMMpQFAWzqH1aR80wCIi6MFsQMA390Us6zCc5+xgGt8fLxi17KDIVsO/DSNW6m6aqeOrLhjbvZjDY62PwusykT2ijrSEWv+xCEERd1K8OhlFjaBAEfXQSmUxgMoHUt6JfNxEalaJl2Ree101QFBJ97mNpou6UUaLPjQiwZj7NLW1UVtWxccve3g3RqX/8I0Jq2omefkSxpqcZBcEGow4FiUhrotYy8KulJgR9pMMAJDn4+KyXgmWvX32op1mMCK67SXSRPjFgbuaeWYYiQ2tdLPU9e6baTzHqpBxbVnloYy5eFSOoZ0aPoQEUvaROLBbk/oZGJxEatdSJ4hvm1kRFIaF7lkuyz9Vb45LkdWHuDjs7RDPN1iiORsazNS6TZmskWx54mMr/vYLS77WLdbrR+lrJlp6usQIDg5MjxpahtQTVE5+AgEUH0SNFUfCrGhp9pMO8qvU9NpX6HoEuexRd26I40jPvpqCN9Il2pi6pYvqKSjpbInvNzcnW3TSUJ5I7rZmoODd+yWmsPhgptE6d9CBaLEEGRg/RIwDRplJ46/OdcGeJKopCrOTtjrY4u1ujXST5XFi7Q5Bu0USzJYpaWwy7Y1NptgQ6i1wmlTHocXGqny9PYyOR+XlD0zbM2NK1jRAZGJwsejA0aikd0EcUJFR9j9Wsl4Ll4NduMPU9HqeVyv1pVO5Pw2Q+bs/U9OPqbo4m0FCWOKS6m6aqeCRJIH2CHd8Wp7GcckTQUeGtHutUejBFqn8QFJ8v5OC9nlkuvdGW48yLrXtYllcQabZG0miNYn9MMi2WSJqsUX1muZwIa3oaisp+I29D4+B+uRHEmpLSvfF29Hx4DQxAINqaqrUIXL6WoNsURdaFaVBNhyHowmyBur6h1vdI/n7zbjI6e1NT+dOb8PsCe6YayhNpODpw3Y3kM9FSFUf6hLag+h69M2oMjYKe6lT0a2jEyEjVE7O/sxNrcjIRkv84w3IsZRTVvTfELwjds1yiKI1K7O0s6jCfeluzWlpHMJnwNGpvaASzmUVvv077th1UPvworvLyQX1f8to1ZF72eaILC1FQcJYeof7Fl2h+650+j4ssKGDCHbcTUzwNqctB0zvvUvXIY31mBtky0pnzzN8RbTb2fPUmug4cHNbf0WDsEWlJCrkLKJx0ueuDumEUZN1GjwRB1I+hGeb5PYoi0FoXR2tdT92NO1BUPNHO7DVloATqbhrKE6kPUXdTX57IjFVHMVu1n/02FLT/JAwWSUJy6qMn/lQHxI0k1uRkBJOJCIuJ3Ox0cruXLE63HyXdUUFMv1kuzdZIKuLiabEGIi6nMsvlhNrS1NM63oaGEfl5Q8UcG0vy6tOIXzifvTd+DeeRsgEfn3/L18i+5qo+t8XNnkXc7FlEFxVR8eCfA88bF8eMh/+MJT6+9+fkXHs1itdL1WNP9H7vxO9+G1NUFLXPPmeYGYNBERuRqbUEALo89ardMPowNGodWHqv7xmuyJZAlz2SLnskR7ZnYYvyklbQRsYEO1OWVFHcXXfTcDSB+rJE2hpiAIHGowmIp8OU4hTK9XF4HhSjx9AAPrtdawmAvma9mGWZpO59Rck+F+eePpvUVdNISwl0PkiyTH19M3aPh93Jed1D6CKxWyKGfZbLiVCrU1EkCXddfVh1hML+2XoSly/DHB1NwTdvZ/9t3wz5WFt2FllfvAIAX6udI3f/AQGBid//DpaEBLKu/AINL/0Xd3UNqeeuwxIfT+eevRz901+ILMhn0ve/S+q6s3sNTfKaM0hcvgx3XR2VDz8Wjl/XYJQjYCI+MldrGQB0uutU9yLFRmhvaDz+dtXb9RChCVnfM0IFyx6nlar9aVT1q7vJLW6icH7dsbqb8kTaGqOYPTuXNz8YESkjwigzNG1aSwDAFB38ZlN8PiS3W3Ua7nAgds9y6Vvj4iTB7+mts20z26i12fj03U1UVtdRWd1ATU0DXr9EwTdvI2v6shHRNlhMMTGINltQ6tBTW6eRor64a+twlh8lakIB8fPnYUlJxtccXBsAEDNlSqCFH6h97l+0fvARABF5ueR/7SYEUSS6qAh3dQ0ROTkANL7xJp27dtO5azf5N92IJTkJCLyfJtxxOwBl/3ePbjrmDPSNgkxSVKHWMgDocNcE3WYSrNjM8Rqo6UuXJ/iCSVb8RNu0rz0KWd8ThoGEx9fdICgkZXQGtoRPDNTdyJLAgqTJLJhbzNYd+0dcz3AwqgyNv6NDawlAoNYBUQyaW+JtbCQy79S6dQRFIcHnJrV7O3RPcW6iz42p28l3mix9a1ysUbRYIvGJJjpad7P3udf6PqfZrIvCW0EQsKam4q6u7nO7t7lZI0V9iZk6hfYtW4iaUIAgisQWF9P68Seqj/U2NR37x/EXWMfVLrlragHwtQRMUcqZa3GWHiGqcBKWpEQcpaVAIHVlTUmh6a23aduwcXh/KYMxjEJS9GStRaAoCg5vcF4i2pami+WGXZ4GBMEUtA1cH+mwEPU94U6HHV93sz6XmEQ3+TMamDC7gYXzpxuGZiSQurpOrv14mLGlpSGIYtBkWU/DEAyNohDv9/TbEh1oiTZ3nxSdoplmaySVkXFsj0vv3RLtMYX+s4VK63h0YGgAbFmZQYZGdrvxd3VhjtG2IyJqciHN7x+Lr9qys0I+tnPPXtq2bCVh4QIyr7wcV2UliAJZV34BgJb3P8Bx6BAAze+8S86XriV+7hxmPvLX3ueoe+7fxM6cQfrFF+Jrb6f8vgdG6DczGKskR2sfofH4O1T3OMVGZGugJphOd51q92KMTfv6I7UZNILmHViBupu9H+cRk30Qr07qQwfDqDI0iiQhu1yYorTNfQbaj4PzxapREEUhpmeWy3Ft0clBs1wiqbPFsDsmlWZrJC3WKJwqs1xOqE2t/VhRcNfWDvm5RgJbRgaCyRQ0XM/T0Ki5oTFFRPQp+DZFDnyVdPD7P6TwRz8kZe0ZTP39b3pvb3j5Fcruvrf33+7qGg58+3vkf/1mIgvy8TQ2Uvf8CzS9+Razn3oCQRQ5+scH8be1DfvvZDB2ibalY7PEaS2DLk9wylgUzLopWO5016q2HsfYtB+m6fAEnzMURSHCkhB+Mf2QZC9btu1j0fzpPP7Uf7WWMyhGlaGBQNpJa0MTqv3YYm8hz9VOstfVJ2UUIR+b5dLTEn0wJrl3S3TXEGa5nAjBbMaSkBBUQK2XTqJQA+zcFZVET5oYZjXBRGQdi8qcaLdT+kUXkrB0cdDtKWedibuqmpq//7P3tvat29j95Rv6PC77S9cSNWkibZu30PTm22RfcxVpF5yPNTkZx5FSjv7xz3Tt23eKv5HBWERAJD12ptYyAOh0B9eoKIpMrA4iIBAwNP2xmeMwm4K7VcNNoL5H4Pi8tYKkk3SYi53b9nHu2SvIz8ukolIftY4DMeoMja+9A1uGtn/suLQUpk2ZQF5uRqAtuvu/+PgYqD+IXxBotQQWLB6JSqSle9liu9k2bMZlIKwZ6UGGxmdvQ/H7Ecza/skj8/OCojOCyYTj8GGSz1itjajjiMjN6f1a6uwK+bjUdWcz4Ru3AdD83geU33MfCAITv3MHyaevJv+Wr+FtbqHpjTfVf05ONjlfug7J7ebI7+4m5/rryLvhKzjLy2nfsYOkFcuZdu/d7Lj8Svzt6l0aBuMXBYXU2GKtZQDQ5ixHwITCsc+1gkyMDjqcZMWPy9cadLseDANAp6ceUTAFdYjpoTvMJznZd+AITqebhfOnG4ZmJAjnwd0iS92D55ykel29X8eafPCLW5EkiZq6Jqqq63n97U9pjogh8uav02aJGLFZLoMhIisLx8FDQWknb0uL5juLYqZODbpNkSQ6dTJ3JbIgv/drV0VFyMelXXRB79fl99yHrzVw0Dzy+z+QfPrqwGMuPD+koZn4ve9girBx9ME/46mtJeuKy/F3drL7yzciu1wU/uSHpJ1/HonLloZ8DoPxjEJW/DytRQDQ7DismtJJipqkgZq+ODzNKtoE4iJyVB8fbrrcdchK8PR0PRgul68Fv19ix+6DLJo3nRdeeldrSSdkFBqa4e906pnlcnyBbrLPRYI/0F6sEGiJbrZGsTcmlWZrFO/ddBs1R2vwHxdtiMjJYd7t2g9rsqWnBepU+tX5eOobNDc0tuwsxMhIZFffdsWu/Qd0UfBtSUgAQHK56NyzN/TjEhN6vzZFRdJzEXh8OtSSoN6ymrrubBIWLaTr0CFqn3sec0IC5thYOvfs7X1dOvftJ+3887Akab9J2UB/RJgTSNSBYQBo7jpI/1kqomAhLlJ706DWsi0KJl1EjwA63NX0f+0ETERak7URdBw9qcQt2/bxzVuuIjExDrtdH53GoRhdhkYU+7bLDvXbFZnEnlkuvmPzXBJ8bnpGzLWbrDRbozgUndS7r6jVEoFfNPV5rgaP3MfMgH7aj63paUFpHQi0lWuNIAjETCmiY+euPrdLnZ14m5qwhZgmHC56DFXTG2/1zstJO/88Cm6/FU9jIwe/+308dfV07tpNVEEBAIU/+wlVjz2OIIjk3vCV3ufq2Lk76PnNcXEU3H4rit/Pkd/8H0gS/o4OZK8XU8yx2RPm2FggUFBsYHA8AiZyk5Zqbv4BvP4unN7gY3JCVAGioP3pRa1gWVb0UaMCgZby/kRZkxEFk8qjw0tg+rOJbTsOIEkSC+YW8877+h4rof07bggIojiovT9Cd0t0am+0xdm9JfrYLJcuk4VmSyRlkQk0xwdqXFqskXgHuRdFz+3HtrT04DZFUdRN63bM9GI69+wNMl2Og4c1NzQAksNJ5UOP9P4784rLMcfFYo6LJWn1Kuqe/ReVDz9G3Ly5RObmEjdrJtMfuL/Pc7gqq6h65NGg5y64/RYsSYnU/PPZ3rZuZJmmN94k/aILSf/cRTjLykm/6EJcFZXY128YyV/VYBSiIJGdsEhrGQC0OEqCbhMEEykxwallLVCfQaPowtD4JCc+lbbt2IjQ4yLCSZenDhTocrg4cKicRfOnG4ZmOFEkCU/9cY5WUYjze0npNiw9EZcknwtLv1ku1RGx7IxLp8kaSYslCvcAs1wGg57bj20ZKmklQcBVWRV+MSpETylSLQzuOnSIpNNWaKTqGLIk4e/s7P133fP/puC2W/A2N/cO2vO1trL7uq+QdfUXSV69iojumTXumlpaPvyI2n88g+TsOzQrbt5c0s4/D3dNLVWP9F1vUH7fA8heL7lfvh7BYqZj5y7K7/2jbnaEGeiL7ISFWksAoKlzf/BSSkUmWQcD/yBQo6KGHopu1dJhAibdGJpOd11vofeWbfu46gvnYrNZ8Xj0sYhZjVFjaBIT48jLyaAwP4VZTWW9JqZnlotHEGm2RlFvi+6ucwm0RDtF84h0FoVqP/Y2NGjefhyRp7LfRZJ00wIcM3VK0G2KLOtmIaMlLpaYaVPp2n8AgMaXX6Xx5VeDHic5nVQ98liQOQlFx/YdrF+ibthkt5vye+6n/J77T1q3wfggKbpQF3NKABo71SbIKqTppAPL7iwLmhAM+ii6VWt3R0A37e7Hr7PYsn0/119zEbNnFrF5a+jaQq3RnaGJi43u3RCd1/3/3JwMYmMCxZYerw+710mzNZLD0cm9yxY7TdawtET3YEtPV61T8ehg3os5OhpbZgaefksfnUcrkH0+RMvQB/YNJxE5OYgREX13FikKXQcOaCeqH4nLl9F18FDQegsDAy0REJmQfLrWMnpp7NwT1EUkCmZdFCwrikyr80jQ7ZGWJF0splSdQaNIuihYVhQFp/dYTWhdfTNV1fUsmj/dMDRqREVGHDMux5mXhPhAMaTP56e6tpGq6nq27zxIZXU9VVX1NDTbWfzRe5qflK0qERq97EwCiCkuDtTMHH9CliScR8pUIyThJLC4cTKdu/f0ud1vb8Pb3ByYdqwxKWvXUPXo41rLMDDog4LMpNSztJYBBFqi1Wa8JEUVYhK1PT5DIMIQvJJB0FF9j/oMGj1Ej1y+VmSlb7p7y7b9rFm9EFEQkFVWSeiBQRsaW2YmvtYW5CHmz2w2K7nZ6UHmJSU5AQBJkqirb6ayqp4331lPZVU9ldX11NU3I4e4OvY2NfWZ6KoFqjuTFHlQRcvhIGbaVFo++DDodsehw5obGoCY4ml07d+P4u8b5Wrfup3UddofsCPz8wIaDxxU3QNjYBB+BNJii3WzUqC2fUvQbYJgIi1uhgZqgml1lAbdJggiydFFGqgJpstdr9sZNGr1PZu37eOSi85gcmE+h0qOhl/UIBi0oZn/0r+RXC5qn3s+cOXaz2xYLGayM1PJy80kNyedvNxM8nLSSUtNQhRFZFmmobGVqup6Pvx4K5XVAeNSU9uI3x/8Rx0IT0Oj5obGqtaNI8l4avUxTTF6SlHQ30gwmeg6eIj044bCaUXcrFnUPfd83xtNJuwbNurC0ACkXXBebx2NgYEemJx2jtYSeqm2bwqeEKxIZOpk4F+LoySow0lRJJJ0sNATQs2gEYm2pWoj6Di6VOp7SkoraG/vZNH86aPf0EBgWV/edVeTHmXFuv6TY+YlJ5PMjGRMpkDvfFOzncqqejZu3tNrXKprGoetOtpbr32diikiAlNMNFJX37Y7V0WlRor6EjMl+CpEkSS69utjDXz8wvkgikEpMfv6DSiyjCCKob85TKSsXUP5PferLiI1MAg3gfqZM7SWAQSi0dX2jX3MDAQ0ZsXP10hVX1q6DqMowVF+3XRgqURBIiyJOpnfUx/UvSYrClt3HGDB/GL+/txrGqoLzaBfufMaS0n1OgOzXBZNhEUTsbd1UFlVz87dB3n59Xoqq+qpqm7A6XKf+AlPFpMJd50+oiCR+fl07etrEHx2O95WO1aNJ7ya4+KwpqXibew79Mp5pAzZ70fUeKeTOTaW2O55NMcjdXYG0mLTtM9zm2NjSVp1Gi0ffgQqBeAGBuFCQCQncYkutmsDNHcdxisF7zpLjS3Gao5W+Y7woigKTV376R8BMYk2XaTsvP4uPP7gqbu6adn21CEIYpAh3LxtH2tWLyIjPZn6hhaN1IVm0Ge1WL+X6ohYdsWl0WSJ4v0bbqW5tGwktYVAwV2lj3kqMcXFOA4dDrqCdxw6hHXpEo1UHSNmejGtzZ/0iYIofj+u8qNET9Y+7Jq4fBmd+/b3jdKIIvYNG3VhaADSzj+Xlvfe11qGwThHQWZqxoVay+ilpm1z0BW8gEhu4lINVR3D4W1QNQwp0VMQBO2jv62O4O4rQTCREFUQfjEqBOp7giPTu/Ycxuv1sXDedF5542MNlA3MoP+yz2UV827KBHbEZVCBhdaq6hN/00ggyTiPaGGkgomZOiU4HSGKgcWQOkBtESRA1yF96EtYuiS4LVqWsX/6mTaCVEhYtBBLcpLWMgzGObG2LN2YBYAq+4agdm0FmeyExRop6ktTZ3Dtm64Klp2lBFq2jxEYSKj9hSb01PcE4/F42b23hIXzp4dZ0eAYslVVFIXa554fcrfTcOKqrELRQedJtEqdCooSmF+iA2KmTgkuDDabcRw8rJGivkRPLsQcHxxC7zpwEN8ILCE9GQSTieyrrwrrjCMDg/7MzP6iLiILAF6/g6bO4CGdVlMMKTH66CBq6jqA0G8fkqJIpMZM00hRX1q6ShCCTr+KLup7FEXB4Q3drbt52z6Kp04gJlr7Rcz9GdInRHK5qH7yac3nc8huN74W7fN3UQX5CP3n4ShKII2iA9QMl+L366YwWBBFEpcvB1O/RWyKQvvm4JZQrUi/6II+W7QNDMKJxRTN5LR1Wsvopa59e1B0RsBETuJi3Ziuho49qhOCU2P1YWiauw4EFVQDJEZpH6Hx+NtV5vccY+uO/ZhMJubN0cdreTyDfvdt+9xlbFl3HlUPP6qL6al66CYSzGaiVNYc+Jqb8bW3a6CoL5aEBCzJwWvoHSWluuncSVy6OLjg1mTCvnGTNoJUMEVFkXnF5YGuLAODMCIgUpx5CWZThNZSeqlo/SQ4+oFETqL2dYMAsuynxREcJbeZ44i2quy5CzOy4qfNVRF0e7QtHatZ+wsnte6r47HbOygprdRl2mnQR2hPXZ2maaY+CAKuo8FvCC2InV6MoNIxpJe0TkzxtKB0ieLz0XVQH3uT4hctDE7nSBKtH3+CrBPTBZB5+aWqf2cDg5FFYFrG57UW0Ytf9lDe/L5q9EMvCzMbO/epTghOi52BoIPUcburMqjgVkAkJVofjRDH73AKxebt+5g3eyrm/tF1jRmVl5yCyYSrUvsIDUD0FPXCYL0U3sbNmhlsGEQR+wZ9REAs8fFEq0wuljo7adugn1X1lvh4Mi652IjSGIQNAZEp6ecTbdN+FUgPVa3r8cv9x3IIpMYUE2XVh87qtsDAv/7oZuBfV4nKrQLJMdrXz0CgA6t/BK4/W7btIyoqgunF2u/sOp5ReXRW/H6c5Ue1lgGob44GdNPplLBkse47iVLWnhFsukwmGl/V1/CmrCu/YBQHG4QNUTAzN+96rWX0oaTxTdVi1slp52qiR41AB1b/CJJCTuIiTfT0R7VgGUkXBcEQeiDh8VRU1tHY1Kq7tNOoNDQAzrJyrSUAEDmhAKF/2E2WdVMYHFU4CXNiQtDtjsOH8bW1hV2PGqlnn6Wedvp0vS5qkXqwpaeT8bmLjCiNwYgjIDIj+wu6iXoAuH3t3dOB+xcEi0xI0ccGcLevjVZHcAQkwpJIQuQEDRQF09ixV71gWScdWM2OQ/QfSKjG5m37WDiveOQFDYFRe2T2NTfj7wqeVBluRIuFyInBHxRvQwP+zk4NFPVFEASSViwPNl0KtG3arI2oflhTUkhYtDDYKMgyzW+/q42oEOR+5XpEq1VrGQZjHLMpgpnZX9RaRh/Kmz9QNTM5iUuIsMRrpKovNW1bg24TBBN5ict0UT8jyb7uGTR9ibKmEGnVft6V29eG22cf1GO3bNtHWmoSBXnaT17uYdQaGghsjtYDsdOLgw0D4DislisNPwlLFqOodRLppI4GAosg1brnGl5+VQM1oTEnJJB02goj9WQwggjMzf0SNnOs1kL6UNL0RtBtCrKuWspr2jarzp/J1km6qdVxRLUgOC1WJwP/VDaUh2L/gTIcTpeu0k6j19CIom4G2EVPnRJsGERRN51EqtEPScL+2XoUHbTgAyStWB4860VRcJaU4NDJZOjO/QfY85UbaX77Xd3M2zAYawhEWpJ01dkE0Omu7R6m1zcVYRYjyE1cro2ofiiKQpV9vUo6RyA7Xh8dWIH9UsEXQ2mx+kjdtDhKUNOnhl+S2L7zoGFohgu9RGhipqgXBnfppHXbHBuruhtJ6uzEcVgfGkWbjZR1ZwUP2TOZaHo9+MownHibmin5xa/Y8+UbcJaUM3X+rcw77S5NNRmMVRSWT/ouZpNNayF9KG18K6gYWMDEhJQzdKPV7izD7WsLuj0lukg3Sz2bOvcHvY4KMikx+jA0rY5SlaLv0GzZto/Jk/JIStTH6zt6DY0s07k3ePy2FkRNmqha/9GlE30QiIAEaRRF7Ov10xqddt65wUP2JInGV1/XZBCg5PZQ/ben2H7p5TS/8y5ZBWdy1qWvM7H4CtJzV5CateSE7Y0GBoNFwER+0iryk1doLaUPkuxjf91/VHY3SRSmnq2RqmBq2japmq7cpGUaKQqmoWO3SgeWoKuVEWoTjEOxfddBJEligU6Kg0evoSEw7E9yOLWWgWi1ElmQH3S7p64Ob0urBoqCSVgaon37s/XaCFIhpngaETnZQbf729uxh3EmjaIoNL//ATsuu4LKRx4jJrqAVRc+x5yVP0c0HysInr7oDqOWxmDYMIlWlk26Q2sZQZQ1v4fb3xZ0e6QlkYz4OWHXE4oq+0aUfikxBYnsBH3Uz3R5Guj01AbdHh+Zi8Wk/YRgv+ShwzW0pdMOh4v9B8t0k3Ya1YYGRcFRoo/C27jZs1QLg9s26aPwNrqoCHOcyiLI/Qfwd+hkEaQgkHbhBaqDAGue/kdYNHQdOszem77O4R/9FDr9LDj9D6w47wmiYoIr+aNis5k880th0WUw9lk84RZdtWlDwNzvqXmG4LoKgelZlyPqJELpl9w0dOwmuMYnUjf7m2ragvfTCYJJNxOWWxyHg6Jwg2Hztn3Mmj6ZCJv23Z+j29AIgm4m8iYsXqRaGBzOyMJACKJIwrKlqosg27YEtzpqReq6s4MNjSzTuWcvHbt2j9jP9ba0UnrX79h93ZdxHDhM0ZwbWHvZK6RlLx7w+ybOuJrE1JlG6sngpBEwkRoznSnpF2otJYj6jh3YnWX0NwomwcLU9Iu0EaVClX2javdQdsJCREEfK0uq7RuD62cU/USQmjrVC5ZPxNZt+7FaLcyeqX3abNQbGr1M5I1fuEC1jqZt/cZgo6MRicuWqC6CbP1EP1ODbWmppKw5Q7U4uOapvw/7z5O9Xmr+8QzbP385Ta+/QUbeatZe+hqFM68b1PeLopm5p/0SkzmSkzkYGBiIoolVRT/WZefc7ppnVetSJqefq5tCW4BSlQnGCrJ+FmYqEjVtm1W3lGfGz9VIVV8au/YjnMQxrL6xhcqqOl2knfT3CRoK3VfuesAcHU3szOBZApLDQdcBHbVv93+/ShKt73+A5NS+FqmH7GuvVi0Otq/fMGwt3Iqi0PrxJ+y4/ItU/PmvREdks/L8fzBv1a8xm4e22TgiKpU5K37GYKZrGhj0Z8WkHxAfmae1jCDaXZVU2zeoFgPPyLpcI1XBeHwd3esOgof+FSSfppGqvjR3HcQn9T/GCqTFzdBF/QxAY8eek0o5QSDttGBeMVGxWYgm7VJPo9vQAO7qGt2M8E9cvlS9k0gnaSdLQgKxM2YEpXRkr5eWDz/SSFUw0ZMLAzuo1KI0T596lMZxpIx9t9zOwe/9ELnNxbxVd7HygqeIics96edMy1nGhOIrMKI0BoNFQGRy2rkUpp2ltRRV9tX+O2jJY2Ay8FJdGbDyllATjBcTYUnQRlQ/auybVSJdArk6iSC5fW04vI0n982CSENnIfFxMXzh+sdZe/lrFM25ATSIOI56QwOMaG3FUEhcukT3iyDTLjgflH6RBFGkUWcTeXO+dK1qlKb5nfdw1wZ3CgwGX1sbR/7vD+y6+jq6du9j0swvsebzr5CROzxXcVPm3ERc0mSjnsbghAiIxEZks3Si/rqaILC36XDDa0EtvAoyM7Ou1EiVOiWN6hOMC1P1M8FYLYKkIJOdMHCNXrho6jpw0t9bNPsrWJIuw+kxk59mx2yOZNKMayma/ZVhVDg4Rr2hEUwmOnbu0loGAFGFhZgTEoJu19MiyOQ1pyNYLH1vlGU6du7CXVevjSgV4ubMJmZ6cXDESxCofea5IT2X7PdT+6/n2XbJ5TT89xXSspex9vOvMmXOVxGHcdGkaLIw77RfIZosGJEag4EQBBNrp92FxRSptRRVdlX/PajIFgQSoybqpuYDoNNdR2PnXtQmGOcl6WOCscffSXNXcNmBzRxHcnShBoqCaeo8EBSNGwyiyUrBtMsRBJHKxkTy0gN7oARBoGDq5WFPP416Q6NIEu1bt2ktA+hZBLlM14sgzdHRJJ++OjidI4o0vfGmFpJCkvPlLwVHvCSJhv+9jLd1cAvU7Os3sPOKqzh63wNEmlNZed5TLDj995itI5O3jorNZtayH2HU0xgMxIrC75MYNVFrGap0eerZX/eCSj2FwszsK3Wx5LGHI03vBKdyBBMTkk/HbBpaLdxIUdu2TbUYOCdxiW4KwRs7955U/YwtMhmzOWDKS2uSqWpMQBQCz2O2RGKLTB5WnSdCH6/mKeI8UqaLAXswShZBnq8ykVeWaXz5FZT+6SgNSVy2lMj8/KCaH0WSqXt24CiN82gF+77xLQ5867v4mzqYs/JOVl30T2ITCkZQcYDM/DPIK/ocRpTGQI25udfraqFjf7ZXPo6i9D+5CURZU5mYslYTTWooikJJ4+vBqRxFojBNZxOM+y/MRCJHJ+kmSfZR37GLk7kI87ha8PtdANS1xrPpYD6yErAVfp8Lj6tlOKWekDFhaAJrEPTR7RToJOp3ItPZIsj4+fOwJAc7Z099A506qUeCQMQr5/rrgmt+ZJna5/6Fp6Eh6Hv8HR2U3/dHdn7xGjq27WBC8RdZe+lrZBWsCZPqANMXfpP03JUYpsbgGAKTUs9kbu6XtRYSEruznJLGN1WjMwvzb8YkWlS/TwtaHCV0uIMn20aYE8jQSVpMURSqWtUWZqKb+TONnXuQZM9Jfa8seTl64PmgC2FFUTh68HlkyTscEgfN2DA0OqqjMcfFEVMcPJlST4sgBZMpEKXpXz9iMtH42uvaiApBytozsKalBkdpZIXKvz5y7N9+P3UvvMi2Sy6n7t//ISV9AWs+/zLT5n99WOtkBosgmpiz8hckZ8zTpNrfQF8IiKTFzmBl4Q91lbLpz9ajD6ksJxRJiCxgUuqZmmgKxZGmt1S6sEwUpq3TzQTjdlclTl9wlCIxaiKR1kQNFAVTbd98UvUzPRze9ThH9j6N3xeI1Ph9Lo7sfZrDux4fLomDZmwcaSWJ9m3btVbRS+LyZaNgEeQ5qvUpze+8h+R2ayNKBcFsJveGrwRHaSSJpjffouvgIdo2b2HnVddR/od7sQnxLF/3GIvW3ovVGquN6G5MJivzV/+O+KQpusmVG4QfARMxtgzOmvZ7TKL24+FD0dCxl0r7ZyrLCWUWFdyiq/ewrEjdkaT+XVj6WphZ3baJ/lFaARO5ifpZmFllXz+khZRBKDKHdz7Ku/8+jw9euox3/30eh3c+CkFpy5FHP+/QU6Rr/wFkb3jDW6FIXBaifVtHiyAj8/KIKS4OnknjdtP64ccaqVIn7dxziJxQoBpR2nfrN9h/+x346pqZtfwnrL74X8Qnaz+CuwezJZJFa+4hOi7PaOcehwiIRFjiWTfjPl1N1u2PoihsPvpnlVkpgciSXibu9lDVugGPvz3o9viIXJJ00jkEgXUH/VGQyEnUR7rJ5W3tXm1x6siSF1dXXdjTTMczZgyN4vfTuXuP1jKA0bEIEiDtwvNUZ9I0vKKvmTSCycSEb35DNaIkOZ2kZi1m7WVvkDNRn4WWFlsci8/8IxFRqYapGVcIWEzRnDfzT8RFBG+R1xNV9s9o7AyeFKsgs6jgVt2lyfbUqq1kEJmcfq5utHp8HdS2byNoD5ZoJS12pjai+qG2MHM0M2YMTaCTSB8pnQEXQW7SzxsoZc0ZCJZ+i9tkmY5t23U1kwYgYfFC4hctDH5NZYUOexmK7NNG2CCxRSaz+KwHsdjidBW6NxgZAsZVwa+4cfmCIwl6wic5+ezIPainRpaTHhe80kVLmrsO09CxS7XNWE/ppvKWD4KKgQVEsuIX6Ka4urpt0ynVz+iNsXNklSRadTSRN3Hp4uDWaFGk6c23tBGkgjk2lqTVq1Rn0tT969/aiApB+46deBubgl9TFDyuZsr2/VMTXUMhKiaTJWc9iMkcZZiaMYwgmLDY4lm09j6sEYm8se926jv0ET1WY3vl47i8LfSPJCjILCy4WRtRA7C39jnVYuAJKWcQbUvTSFUwgQnG/ZoZkJmUqo9VF4oiU23feGr1MzpjTB1V3RWVqq28WpCwZLHq9m37ho2DHgoXDtLOU59J0/DiS/jatb+ydNfWcfAHP2bf127FW9tIYtocla4hhdK9T9PVXqGFxCERE1/AsnMexhaVapiaMYggmLBFJrFs3UOkZC5k6bq/6NrUNHcdZG/t86q7kIrSzyMxaoJGytRxeJopa3pXtRh4RtYVGqkKptNdrzrB2CTayE9aoY2ofrQ4SvH49VMCMRyMuSNq20Z9TOS1xMcHdjv1NzWKQvPb72gjSoWERQuxZWcHFwf7/dS/8KJGqkByOqn468PsuPxK7J98Rt7kizjzsteZv/o3vZMp+6Ao7PrsLhRZ/1cbMfH5rDj3ceKTp2LMqRk7CIJIRHQ6S9c9TFRsFgCR0Rm6NTWy4ufjkt8iqLwHreYYFhV8XQNVA3Og/j9Bt/UULqfGTtVAkTplzSoTjDExIXm1biYY17RtUmnRH92Msd9GxL5+g9Yqekm74LzgQlZFoeHlV7QRpIIgiuRcf6368Lpn/4XkcoVVjyLLNL72Bts+fzk1f/8nCYnFnH7xf5ix5LuIohmrLY4p874W/H2KRHvLfioOaWfChoI1IoHFZz1IZpgH/hmMFAKJabNYds7DREb3TXvo1dTsq/03ducR1VqUZRO/jc2sr64sn+Rif92LqoXLM7P1szBTURQON6hMMEaiUEcToqvsG1HG2IqWsWVoZJm2TZuR/f2XqmlD4vJlmGJigm53lZXjOFyigSJ1Us8+C0tyUtDtksMRVvPVsXsPu6//KqW/uguzx8rSM//M0nV/ISKq71TjvMkXkpBSrNoxdHD7X3F2ntw27nBjMtmYs+LnTJ6l38mxBoNjQvEVLFp7P7YI9WFpejM1ne5atlU8GnS7gInshMVMSDlDA1UDU9r4Jj7JEXR7tDWdPJ2kcQBaHaV0uKuCbreZ48mMn6eBomB8kpPGjuCU2GhnbBkaAnNUOvfoYw2CaLGQes664KJbk4nG14NX3muFaLGQfc3VwSsbFIWap/+J7BvZDiJPQwOHfvJz9t74NdxlVRQvvIMzPv8iiWnqrY2CIDJr2U+C9RKI1Oze8Ftd7aQaCEEQmDz7y8xe/rNugzbmPpJjF0FEFK3MWXkn0+bfgiiaB3y4XkyNoih8Vno3sso4flEwsXzSd3XT+tyDosjsqXlW5R6BmdlX6mYyMEBpiAnGk3U0wbiuffuYKgbuYewdPU0m2nTSvg3dE3n7F91KEo2vvaGbSBJA+oXnY4oK3kDta2mh+e13R+RnSm43VY89wfZLr6D1g4/InngOZ176GgVTP3/C742Jz6No9leCblcUidaGHVSV6ietNxiyJ57F4rMexGyNMmbVjAIEQSQyKo1l5z46pD1hejA1hxpepqZ9i+oJbX7+jcRGZIRd04mosm+g0xMceTWLERSln6uBInVkRaI0xATjSTpqKa+2bx6Tx5mxZ2gkidaP9DPpNnpKEZEF+UG3S52dtOloFYIpKorMKy4PLmIWBKqffGpYF2sqikLT2++w/fNfoOrxvxEXV8jqi55n9vIfI5oHPxp+QvGVxCYWqnYL7d98P13tR4dNczhISpvF8nMfJzo+H6NYWN8kZy5kxXlPEJc4acjfq6WpaXWUsqHsvqDbBUSSoiYxPevSsGkZCntq1AfpTcv8HBZT8IWYVtS1b8ftbwu6PS4ih+ToyeEXFIIqu/rCzNHO2DM0gKuiEldFpdYygEBKIe2C84PTIyYTDa++po2oEGRefimCuV/YXFFwV1XT+smnw/IzOvcfYM9Xb6LkZ3ciumDR2vtZfu6jQYWUg0EUzcxe9mPVLLCiSGz/6MdI/pPbIqsV0bHZrDj3cSbNuLr7ljH5ER2lBD7DhTO/xMIz7sZiO/miWS1MjU9y8d7BH6Oo7NhRUFg5+UeIwsBpMy2oa99JfcdO1eLl4swTR3PDyZHGt4MiHwIik9P0M8G4w11Dl0dfg1OHi7F5tBRFWj74UGsVvaSuOyvY0EgS9s/W42tr00STGpb4eDIuuVh1sWb1E0+eUl2Kt6mZkjt/zZ4v34DzcBlT593Cms//j5SM+aekOS5pMoUzryNogJUi0dVeyf6tfzyl59cC0WRhytybWHL2nwMF0ca8Gh0gYItMZsEZd1M056vDMkMo3KZm/ZF76HTXqRgDgdk5V5MSM2VEf/7JENgx9SfVFuiClNXE2NI1UhaMX3KrTgcODNPTz6byanvwwsyxwtg8Usoyze+MTN3HyWBNTiZh8ULVQXsjVZ9ysmRd+YVg8yXLOA4dpmP7jiE/n+zxUP3k02y/9HKa336HzIK1rL30VSZOH742y8IZ1xKXVKSSE1aoKnmZuor3h+1nhZOktNmsvOAf5E46r/uWsflx1TOB95TAhOIrWHXRs6RlLx3W5w+XqSlpfIPSpjdVBuiZSI0pZl5ecD2aHqho/YTmroOqLdCzsr+okSp1Kls/wy+7+90qkBY7g9iITE00qVHWpK9zznAyZo+QziNluGtqtJbRS9oF5+t+Jg2ALT2d1HVnq65DqHriyUE/j6IoNL//Adsvu4LKhx8lJrqAVRc+x9yVv8BsHt7BUqLJwrzTfoVoshJ85SGwe/1vcHbq570wFCzWaGYu/T6Lz3ygOy03Nq+s9Epc0mRWnPcE0+bfgtmiMtBxGBhpU9PmrOSzI3er3CNgNkVwxtRf6jLVJCsSW47+BbUdUwXJq0mJ0c8gPQiYxuBBdQqTdTR7pstTT0PnbsZau3YPY9bQBNJOH2mtopekFctVu4icpUdwlB7RQFFosq/+ouo6hI5t22nbdOJJzI7DJey9+RYO/+in0OFnwel3s+K8J4iKGbmrlKjYLGYt+xHBH1QFWfKx7aMfIfn7Xz2NHpIz5nHahf9k4vQvAsKY7FDQC4IgYjJHMn3xd1h2ziPEJY18MedImRq/5OG9gz9CltU6KhVWF/1UV2mb4yltfJMOdzXBn2mZBfk3aiEpJB2uaqrbNqpGwCYk62emz5Gm4AnGY4mx+5vpLO0kWq2knqMS+TCZaNLRTBqAqAkFJJ62UjVKU37fH1GCFkQG8LbaKf3N79l17fU49h+iaPYNrL3sFdKyl4RBNWTmn07u5ItQq6fpbCsPrEYYJfNp1DCZbUyd9zVWXvAUaTnLAQxjM6wE3jcZeaez+uLnyC+6OKz7tobb1CiKwmdH7qbNVaFaNzM983JdDaQ7Hr/sYWvFIwRHZ0SK0i8gPjJPG2Eh2Ff3gmoXVm7iUmwWfUxcVhSFksY3VIurxwpj19AAjkOHcdfpp5o7VW0RpCTR+NrruppJA5D7letVozSuoxVBQwFln4+afz7D9ksuo/G110nPXcXaS1+jcNZ1YVQcoHjB7cTE5wef6BWZ+soPKN39t7BrGm5iEyYyf/VvWH7u46RkLgAwFl2eCt2vXUx8HgvX3Mvc0+7EFpl8gm8aGYbT1OysforSpjfpH+EQMJEUXcjCguAVInrhQN2LuHytBGkXTMzN1ddkbY+/k0MNL6uuZCjO0k8XVquzlHaXPrp/R4qxfRQUBFo/1E/aKWbaVCJyc4Nu97d30PL+BxooCk3MlCJSzj4LTMFzaSr+/BCSy4WiKLR+/Ck7Lr+Sij/9leiILE47/x/MX33XsNfJDBaT2ca8VXchiIFizv6U7H5i1BYJ9yc+eQoL19zD0nUPkZg2GzCMzVDoea0Skqey4PT/Y+UF/yA1a5HGqobH1JQ2vs32ysdU7hEwiRbWTPk1JtFy6mJHAK+/ix1VTxJsxERmZH2BaFuKJrpCcaj+FSS5/zR1gfjIfLLiF2iiSY0jjW8HTTAea4z5o1+TjjZbC4JA+oUqM2kEgeq/PaW7dEj+129CUNkW7m9v5+j9D7Dv1m9w8Hs/QLa7mLfqLlZe8DQxccGGLdzExOczZ8XPUS98E9j16a9obzkYblkjRmLqDJac9SCLz3yge4M3Rqv3APRE75IzFrDkrD+z7JxHSMtZpps5IXBqpqa+fRcfl94V4l6FlZN/SFxk9vAIHQF21zyDXwpeims2RTAr5yoNFIVGlv3srX0Otdq9Wdlf1M17SlYkSpqCJxiPNcb2UU9RcBw4iKtSP2G21PPORTD3T4couMqP6mplAwQ6nrK+eKXqjqeG/71C1669TJpxLWs+/woZuadpIzIEGXmrKJpzg8o9SqB74v3v4nI0hl3XSJKcMY+l6x5m4Rl/IKHb2BgRm2P0tGCn553GivP+xqK195KUPltrWSE5GVPT7qrk7QPfgxAXR3Nzr2diin43vDu9zeyteU615mdOzpewmWM10RWK8pYPu1NjfbGZ43Q1e6a+fSdun11rGSPO2D/aiSKNr+mn6NaalEj6hRcEp3JEkeq/PaWNqAHIvvZqzLFqBxGRtOwVTJl7I2L/KI5OmDTjWjIL1hKUelJkfJ4ONr1zO153mxbSRgxBEEjNXsKycx7htAufYULxF7F2b4AenwXEgb+9IJrJmXQuqy56lnmn/SosnUvDwVBMjctn581938IvuVUNwcSUtbqrP+nP1opHkJX+9YQCkZZE3U0FVhSFPTXPoFa4PD3zMkzi4Ne4jDRqCzPHIvo8Ew0nskzjq6+F7MzRgqyrrgy+gpJlOvfspWPXbm1EhcAcHR2YdByETH3F+7Q27gq7psEiCAKzlv5Qdeieoki4uurY/O4d+LwOjRSOLDHxeUyddzNnfP4lFpxxN+m5K3ujFGN/nk3g0JaYNouZS37A2steYebS7xMdl6OxrqEzGFPjlz28s//7ODyNQWkFAZG02BmcNvlHukmBqFHXvp2SxtdVzJjC/LwbMJtsmugKRWPnHlochwkuXBaZmnmxJprU8EseypvfH/PpJhgPhgbwtbTSvm271jJ6icjKImXtGtUW7uonn9ZGlAquikr2f/Pb1D3/AqgV2QoiezfdgyLr94NiMttYcPrvsdrig+pKFEWio+0IWz/43qjb+TQURNFMWvZS5q36NWsue4XiRd8ktmepoiAyNszNMZMWmzCJojk3cPolL7D07D+TO/l8LFZ9pSqGykCmRpJ9vHfwxzR1HVCdgxJjy+Csab/XVcSgP37Zwyclv1OZkSIQF5HN5PRzNNE1EIGFmf33NpkoTF1HpCVRI1XBVNnVJhiPTcaFocFkovHV17VW0Yfsa69RbeFu27BR80F7/s5Oyu9/kB1XXk371u1MmHYlC0+/h6DCN0Wmq62MisP/1ULmoImISmHBmj90H9CD00/2xj1s//gnIYaPjS2stjgKpnyelec/ycrzn2bq3JtJyVqEydTdlTaKDM6xqJtAQuoMpi24jdWf+zcrL3iKwpnXEBmdoam+4UbN1Miyn/cP/bR7P0//uhkRiymSddPv1c0slFDsqvo7nR61PVMKSyZ+U3eTjDvcNVS0fhoU9VCQmJF9uUaq1ClpfHNMD9M7HsGSsFxfrTUjhGCxsPDNVzFHR2stpZf9d3ybts1b+xobk4mUNadT9MtfhF2P4vfT8PKrVPz1ISSHk5T0Bcw57U6s3Ve32z78MY3VnwYtXxNNNlZd+E8iY/R9Amlp2MHmd+9AUTUuAlkFa5m9/CfdLd/jC1n209F6mJaGHbTUbaO1cRey5AkYHEVB61HpgmDqfd+ZzBHEJ08jMXUGCSnTSUidji1CP1fEI43LUc+GN7+O120nI3Y2te3bUPv7iIKZc2c8SHrczPCLHAJ2Zxkv7bheNVU2Ifl0Tp96p0bKQrOx7I/sr3uxj2YBkcz4eZwz437thPXD7Wvjmc0XjulhesczbgwNwKQf/SDQNq0TOnbuYu/NtwTfIQrMe+FfRGRlhU1L+9ZtlP3hXlxHK4iKzWbuyl8Rn1zU5zGurno++t+VyP1mLgiCiaT0OSxae7+uc/QADdWfse3DH4Ki9gEXyMg/nTkrfoYo6uuKMNzIsp+OlkO0NGynpWEnnfYjeFwt9Jw4he5ITn9zeyoEnlPsfs6ew5JITHw+iWmzSEgpJiGluHtw4vi44gyFs7OGj16+utucqx/CTy+6k4mp+u1oAlAUmVd236y6gNJiiuKyec8RaU3SSJ06Xn8Xz2y5CEkOTlOfXXwvOYnazzLq4UDdS6wvu0drGWFj/By1BYGGl1/RlaGJmzObmBnT6dp/oO/iSkGg9pnnmPidb424Bnd1DeV/fAD7J59hskYza9lPyJmkvkwtMiaDwllf4vDOxzj+IKooEi3126gpe4OcSeeOuOZTIT1nObOX/4Rdn/5S5V6F+ooP2OZ3M2/VrzDprAgxnIiimYTUQPRj0oxrAJD8Hhyd1Tg6KnF0VON2NuDqqsfpqMPtaELyO4f8c8yWaGyRSUREpRERlYYtMpmIyGRsUclERKURl1iISaMhjXpFlv0c3P6XAc3M8knf0b2ZAThY/zJNXftV71sy4XbdmRmAQw2vIMnefrcKxEfmkp2wUBNNoShpfINACnl8xC3GVYQGYO7zzxKZp/3wtx5aP1vPwW9/L+h2wWJm/n9fxJo8Mh9ov8NB9d+eou7Zf4EgkjfpQqYt+MYJW7Bl2c+nr16Po6MCpV+Uw2SOYtVFzxARpa9JnmpUHHqJfZtDXbkIJGfMY8HpvzdOpkNAkjzIkh9F8aPIEooiIcv9vlYkUGSsEQnYIpIRTfqcVqtXJMnDjo9/TmP1Z4Q6SS2Z8E2mZ10aXmEngcPTzAvbrwgqWBUwkRY3g/Nm/El3EV+/5OZf2y5TnemyovAHTEnXzwVzh7uGf2/7gtYywsr4ituKIvUv/VdrFX1IXLaUyIL8oOF1iiRT9/y/h/3nKZJEw8uvsv2Sy6l95jkSU2az5nMvMX3RHYOaJyOKZmYv/4nqVGNZcrN30926m3isRv6Uz1E056YQ9yq0NOxg07vfHLMt3SOByWTDYo3GaovvjrqkEhWTSXRcDjHx+cQlTiI+qYj45KlERmcYZmaI+LydbH7njpBmRhBMTMu4ZFSYGYANZfeqrAwIjFtYWfh93ZkZgH11/8btawu63WqO1dUgPYCShtfHTTFwD+Prt5VlGv73CpIreKy2VgiCQM7116nOpal7/gX8juE7oXbs3MWua7/Mkd/8DrM/kqVn/ZUlZz2ANSJhSM8TnzyFSTOuJnirtUxj9WfUj5JdSYUzr2HqvK+r36nItDXvZ9Pbt+Jxjf0Jmwb6xuVoZP0bN2Fv3kuoyIzJEsWhxldoOMUt3eGgouUTKlo/VpmNIjAn90u626YN4PF1sLPqaYJff4HpmZdhFvWTovZLHvbX/WfcFAP3ML4MDSA7nTS/pZ/9TgApa87AmpYadLvsdtPw0v9O+fnddfUc/NFP2XvzLXiq6pix+HuccckLJKZOP+nnLJz1JaJis1V3Bu3d9IdRM4F34vQvMn1RiFolRaazrYzPXv8ynW1l4RVmYNBNp72M9a9/FWdnTYhidpg2/zZWnv83rBGJvL7vdl2bGpfPzqelv0dtwm5cRA6zsvW1r6mHXTX/UC0EtpqimZGlr9ROadNbeKUurWWEnXFnaBAEap//t67SIoLZHJhL0x9FoeYf/0Ryn9zQN8nppPLhR9lx2RXYP/qE3MILOPOy18kruvAUFQfSC7OX/0T1AOv3Odi94be6eo0HIn/KJcxa9mPU5q8oioTH1cL6N26kqXZL+MUZjGtaG3ay/s2b8XraQnaUFS/8JhOKv9BnTo1eTY2iyHx0+Fd4/B30j3QoyJw2+Ue63ALu8DSyr/Z51YjH3LwvYzXrZxzIsZUM44/xZ2gUBVdZOZ06WzGQdv55mOOCh1/52zuGXEujyDKNb7zJ9s9/geonnyY+cRqnX/wfZi79/rC2IyemzqBg6uWESj1VHHpx2H7WSJMz6RzmrvyFasRJUWQkv4ct732LysOnHjEzMBgM1UfeYNO730Tyu4IK8EFAEEzMXv4zCqYeq5nRu6nZU/McNW2bVSYai0xNv1i3M3O2Vz6u8jeAKGsq0zIuDr+gAahp20SHu1prGZow/gwNgMlE3b9f0FpFH0wRtsCOJ5XN1tVPPInPPrg6js69e9n95RsovfPXmLxmFp/5IMvW/ZWIqOQRUA1Fc24gIjoNtbfSga0P0N56eER+7kiQWbCG+at/iyCaVYxNYLjc3k13c2Dbn3S97sFgdCNLPvZuuofd6+9Sbc0WBBGTycbCNX8ge2LwnjW9mprGzr1srXgo6HYBkQhLIgsLbtZA1Ylpc1ZwWHXHFCzIv1F3KyV21zwz7oqBexifv7Uk0fLBR3ibm7VW0oeMSy7GFBUVdLvs9VL1+N8G/F5PYyOHf/YL9nz1ZtxHKihe8E3OuOQlktPnjJDaAGZLZCD1pFKoqKCw/aMf4/cNfT6JVqTnLGfpWX/GYokJuZ26fP9zbH7vW0axsMGw43G1sPHtW6kMsU5EEExYrLEsXfdXUjJDzzzRm6nx+Dt47+BPQ9yrsGbqr7GaY8KqabBsrXgoyCAIiMRH5jMpVW1xr3a0Osqoa98+7oqBexifhqabhv++rLWEPphjY8m98SvBd8gy9S/+F+fRiqC7JLebqsf/xvZLr6DlvQ/JnngOZ176OgXTwte6mZw+l8JZXwq+Q5FxORrYs/H/Rk09DUBC6nSWn/d4yKJnCNQ2fPLqtbQ26HfbuMHowt60l09euY72loOot2WLREZnsOzcx4hLmnzC59OLqVEUhY9LfoPL26J6op2ff5NuU02NnfuoaP1EZWeTzKKCryGGuOjRir21zwUtzBxPjF9DI8vUvfAfZG//iY/aknHJ57BlZgSnngSBigf/3PtPRVFofuddtl/6Baoee4K42Emsvuh5Zi//MaI5/CHQyTO/RGLqrOCohiJTd/Rdqo/oaznoiYiKyWTZOY+QnD6PUMXCXnc7G9++lSN7/6GaXzcwGAyKonD00H/Y+NYteD0dIYp/BeKTp7Hs3EeIiskc9HPrwdQcqH+RytZPVetmsuIXMCv7i2HXNBgURWHz0b+oRmdSY6aTm7hcI2XquLytHGl6W6UVfvwwfg0N4G9rp+mtt7WW0QfRYqHg9tuC59JIEvbP1tO+bTtdBw+y56s3cfinv0BwwKIz7mP5uY8SGZ2mjWhAEE3MPe1OTJZI1AzAvk330NV+NOy6TgWLNYaFa/5AXtFFIR4hAwqHdjzE1ve/i9fTHk55BmMAj6uVre9/h/2b7+s2MurGOK/oYpac9Sestvgh/wwtTU1z1yE2lj8QdLuAiNUcy+qin+t2L1dN2yYaOnYFGTEFmcUTbtHd4L8D9S+N+wurcbf6oA+CgC0zk3n/fhbBpJ8wnaIo7Lnh5uAdT6KIOSYGf0cHosXG5JlfYdJ0fV3dNNZsYOv73w2+QxCJjs1h+bmPYbYE1wnpGUVRqDj0H/Zv7T4wqxw0BEHEGpHI7OU/JSVzQZgVGoxGGqo+Zff6u/D7HOonIkFEEERmLvk+OZPOOeWfd/yW7nOnPzDiaR6v38lLO6/F4WlUTTWdM/0BshLmjaiGk0VRZF7ceR3tzoo+2gVMZCcu4uziuzVUF4xf9vDslovx+ju1lqIp+rTG4UJR8NTW0vrRJ1or6YMgCEz45u19zQyALON3OIhPmsraS1/TnZkBSMteyoTiKwmK0igyjs5qdn5656i7ihAEgYKpl7L07L9gi0hUvaJUFBmP287md7/J/i33I/ndKs9kYAB+n4s9G/+PbR/+AJ+3S/XzIAgitogklq17aFjMDIQ3UqMoCp8e+V1IMzM393rdmhmAsuZ3aXOWq0RnJBbmf00jVaE50vTOuDczMN4NDYAoUvXkU7orWo2dMZ3kNWdA/8iRJOHsqkFR2YGiF6bMuZG4pCLVeprG6s84vPNRbYSdIompM1h5wdMkh+ou6T4xHT34Hz5+5RpaG42CYYO+2Bv38Mmr11FV8kr3LWrHHYHE1FmsOP9vxCdPHdafHy5Ts7P6Kcqb31epmzGRHjuLOblfGpGfOxx4/Q42lf8JtUnGhanrSIqeqI2wEBwbpKevFJgWGIZGlnEeLqF9y1atlfTBUVKCp6EBpOACL5/PQcnuJ8MvapCIJgvzTvsVosmK2ofsyN6/U1P2VviFDQNWWzwLz7ibKXNvJvC7qX2EFFyOBja+dQv7Nt8/qtrWDUYGn6eDPRt+z4a3vobLUY+qkRFEQKBw1pdYdOb92CISR0TLSJua0sa32V75mMo9AhZTJKdPuVN33UHHs63y0e4FlP3+RoLAvLyvaiFpQGrattDuqiTUjq/xhGFoAESR6ief1loFAD67ndLf/p5d134Z58ESEtNmo5a+OXrw33S2lWuicTBExWYxd+WdhPqQ7d7wW+xNe8MrapgQBJFJM64OFGlGxKu3dndHayoO/YeP/ncldRXv6y4KaDDyKIpCTdnbfPjfK6g68lr3jer1MpFRaSxd91eKZn9lWCd6qzFSpqaufScfl94V4l6F1VN+TrQteG+dXmjs3Mf+uhdUO7KKMy8lNiJDI2Wh2TOOB+n1x3gVAGSZju076Nx/QDsJPh+1zzzHtksup/GV10nPWcnay15n4Rl/wBqRSHD4U2Df5vt0fZJMy1nG1Pm3qN6nyDJbP/g+LkdDmFUNH0npszntwn+Skbd6gEcpeFyt7Pj4Z2x65zZjyeU4wtFRxaZ3vsGuz36Jz9sZYrFk4HOdM/EcVl7wNImpM8Kmb7hNTburkncOfD+4Q7ObubnXk5u49JR+xkgiy34+KfmtijkQsJnjmJd7vSa6BsLuLKO2feu4HaTXH8PQ9GAyUfNU+KM0iqLQ+uln7PjCVRx94E9EWTM47fynmb/6N5jNEZgtkRQvuJ2gRW6KRGvDdmrL9dV23p8J064ge+I5BKeeZPzeLra8/138PpcW0oYFqy2Oeaf9krkr78RsiQ7Rghr429kb9/DJK9exf8sD+LzjbxPueMHn7eTg9of4+JVrsPfWUakPyjNbopm36i5mLfuhJt1/w2VqXD47b+77Fn7JrXJyFZiYspa5uV8+dcEjyJ7aZ2lzVajoV1he+F1dTjLeVf2PcT1Irz/ju21bhTnP/p2oCRPC8rOc5eWU33s/7Vu2YbHFMXPx98nIXxX0OEVR2PjW12lr3hfUEWG2RLPqomexRSaFRfPJIEleNr19G+0tB4I7OgSRtOxlzF91F4I4uj+YHlcLezf9gYaqE3TNCSIWSwxT532N7EnnjHh6wSA8SJKXysP/pWTX490mPdRVswAopOWuZMaibxMRlRJGleqcSku3X/bw+p7baO46qJqqSY0t5twZD+hu59HxdLiq+c+Oq5EVf5/bBUzkJC7mzGm/193cmVbHEV7aeZ3WMnSFYWiOx2QiacVypv7+NyP6Y3ztHVQ9+jj1L76IIFqYOPULTJ59A6IYOmDW0VrCp699GbVFdWk5K5m/OlTeWh943HY+ffXLeNwtKqF3gZxJ5zJz6Q90d9A4GeoqPmDvxrvx+bpCpBmg56QWGZNJ0ZwbyMpfM+oN3XhFUWTqjr7Hwe1/xe1sPMGjBWyRycxY/B3Sc1eERd9gORlToygyHxz6OeUtHxJ0bMJEjC2NC2c/RoRl6AMBw4WiKLy+93YaOnYHTdk1iTYunfcMMbZ0jdSF5q3936HGvmVcTwbuj2FoVJj15OPETJ0y7M8r+/00vPhfKh9+BMnlJjVzMXNW/ByLdXChzIPb/kLZ/mdRC1/PPe3XZOavHl7Bw0yH/Qjr37gRWfKi9jtMKL6CqfP0N4HzZPB5Oji86wkqDv0HQRBDjLOHHmMTHZfHlLk3kZ572pj4/ccDiqLQVLuRQzseptNeSs/fUg1BMKEoMhOKr2DyrOt1O1xyqKZma8XD7Kr+u8o9IlZTFBfNfoy4yJyRETtMlDS+wccl6heESyZ8k+lZ4duLN1jqO3bx2h71+sTxjGFo+mMyEb9gPtP/eO+wPq194ybK77kPd1U10XF5zD3tV8QlThrSc0h+Dx+/cnWgkLbPlb+AxRbHqouexWqLG1bdw01D1ads+/AHIe8vmnMDhTPHThi1w36EfZvuwd60m4FOeD33xSZMomjujaRlLzOMjU5RZIm6ig8o3fMUXe3lgS63E0Ti4pOmMHPpDwa1VFJrBmtqDtW/wqdHfq96nyiYOXfGA6THzRpJqaeMy2fnhW1X4pX61rQJmEiKLuTC2Y/orsVcURRe2X2TaopvvGMYmhDMeOjPxM2ZfcrP46qspPy+B2jbsBGzLYbpC79N9oQzT/r5Wht2sfFtFWcuiGQVnMmcFT89BbXhofzA8xzYGrzfpYfiRXdQMOXzYVQ0siiKQl3F+xzY8kc8bjsDz4sQAZno2FwmTL+S7AlnYzLbwqTUYCAkyUvNkTc4svfv3bNkBjKoAALWiESmzL2JnEnn6HZnkRonMjWljW/xUcmvQn7/6UV3MjF1zUjLPGU+PPxLypreVa39uXjOEyRFF2qkLDSVrZ/yzoHQF4XjGcPQqCGKxE4vZsYjfz3pq2R/ZydVTzxJ3b/+jSCayJ98CVPn3TJgncxg2bf5XioO/1f1qnDBGXeTlq3f1sgeDu98jNI9T4a8f/byn5E98azwCQoDfp+LI3v/Tvn+5wLFhwOugAicLM3WGAqmXkZ+0ed0Xfg9lvG47VQfeZ3y/c/hddtP/A2CiMlkpXDmdRRMvXzUGtJQpqas+T0+OPQLQpm5Bfk3MTvnmvAJPUlq2rbw5r47VO4RmJV9FQsLbg67phMhKxIv7riGDle1EZ1RwTA0AzDt/ntIXLJ4SN+jSBINL79CxV8eQnI4SU6fz9zTfonVGjtsuvw+Jx/97yqVAlsBW0Qip130LBZr9LD9vJFAURT2b7mfikP/CfEIgfmrf6u7wsnhwONq5cjef1Bx+EVQ5BPvthJEBASyJp5NftHFxCdPM9JRI4yiKLQ27qTi0Es0VH7U/Tca+FDZs+ojf+qlFM689qQ2Y+uN/qbG5Wvl/YM/QQmxsmFy2rmsLNR/cb9fcvPC9qtwepv6GQOBGFs6n5/7T8wm/RnRgep9DAxDExpRJKpwErOfemLQH872bdsp+8O9uMqPdk/K/TXxyUUjIq+pdjNb3vtW8B2CSG7h+cxc8r0R+bnDiaLI7Prs19SWv4PqnA7RzPzVvx0VEaeTweVopHTPU1SVvoKAMEDhcIBAYalEdFweuYXnkz3xbGyRyWFSOz7wejqoKXuTikP/wdlZ0/uaD0Sg6Fshq2AtRXNuICo2K0xqw8PxpkaWJQKf1f4dTSKZ8fM4u/gPo2IMwcbyB9lX+zxqx5110+8jOyHEvjYN8cse/r3tCzi9zVpL0S2GoTkBU353F8mrg2fDHI+7pobyP/4J+8efYLJGUzz/G+QWnjvi2nav/w3VZW+qpi4WrrmP1Cz9fSj7I8t+tn34I5pqNhI8t0NAEETmnvZLMvIG/huMZpydtZTsfoKasrcQBGGQ28gFQCA1ezG5heeTlr0M0WQZaaljEkny0FSzkdryd2io/hRF7jEwJzg0CiKCIJIz6TwmTf8iUbHZI65VKyoP/5e9m/6gep+ASHrcTM4uvleXUY3+VLZ+Fpho3A8BkYmpZ7K6SJ91iHtr/sWmo3/C2NkUGsPQDIQgEJGdzZzn/oFoDr7qkBxOqp96mtp/PgsI5E66gOKFdwxLncxg8Hk7+ei/V+L1tNP3TR7oejrtgr+PiroLSfKw+d1vYW/aozqjBmD28p+QPfHs8IsLI86uOo4efIGqw/9DkjwM5sAViA7ImCxRZOSuJD33NFIyF2G2RI684FGMJHlprttCfcUH1Fd+iOR3DyoaE0BANFkpmPJ5CqZdrovBeCNJfeVHbP/4p6oXTj2D89ZNvw+LSf/vOYenkf/suAaf5KT/MdNqiuay+c8RYUnQSF1ovP4u/rX10qBuLIO+GIZmEEz49h1kXnas60aRZRpff4OKP/0Ff0cniSmzmLfqVyO2HXcgQrVBC4JIUvpcFq29b1R0V/h9Tja+fSud9tKQEYoZi79LXtFFYVYWfnxeB9Wlr1K2/1k8ruYTtAUfo+eELIoWUrIWkZG3irTsZVgjEkZe9CjA42qhqXYzTbWbaKz+dGgmpvtvYLHGMWHa5eRPuQSLzkckDAd1R99jxyc9S2b7nyoEUmKmcs70P2I163OuzvHIip/X9txCU+dB1WF0qyb/jMI0fTYibKt4lJ3VT2NEZwbGMDSDwBQTw/wXn8ccF0fHzl2U3XMfzpJSIqLTmbvylySmTtdU346Pf05d5QeqJ72iOTdROFP/HQcAXk87m96+nc728pAn8GkLbmfCtMvDrEwbZNlPQ9XHlO17hvaWg0OIIHCcCRKIT55CcsYCkjPmkZg6c9xEbyTJg71xN821W2isWU9X+1GAIb2OPRGwpPS55E/5HOk5K8dNaq+y5GX2brybUHuoQOCsaXeTk7go7NpOhq0Vj3QPAQyu/5mYupbVRT/TRtgJcHlb+dfWS5EUr9ZSdI9haAaDKJJ6zjpkt4uW9z7AZIlk2txbyJtysdbKgEDq6ZNXrsXtUl8rsOTsP5OUpu8BVz34vJ1sfvdbtLceCmlqxtrwvcHQYT9CzZHXqT7yemBz8yCjNj30nsQFkfikqaRkzicpfR4JKVOxDGMHnpZ4XC20Ne+nrXk/9qY9tDXtQ5Z9QzOCQM8sILMlhtzJF5A3+UKi43JHSrbuUBSFkt1PULr7b+oPEETiEgvxuttOaveTFoRq0RYQibFl8Lm5T2Ix6TPKtP7IvRys/6/Rpj0IDEMzBASTmewJ5zBj8bd1V8nf1ryf9W/erHKSE7FFJrLygr/rfopwD36fky3vfxd7425ChVgnTv8iU+bePCrSacOJLPtpqtlAVemrNNZsAKXn9Rnax/j4k3xEVCrxydOITyoiLnkKcYmTdV0XoigKbmcTjo5KOuyltDXvw964J5CeY2gRmGMIvf9PzphLzqTzyMhfhWkUFLkOJ7LsZ+/Gu6k+8pr6AwSR+KQpLFp7H35f10kvtAwnTm8LL+64Fo+/g/6fE1Ewc+HsR0mO1ucE5w5XDS9sv9IwM4PEMDSDRiQ5Yx6Lz7xfayEhKdv3DAe3/yX4DkEkLXsp81f/TvfzIXqQ/B62ffQjmms3E+pknZF3OrOX/2TUDi47VTwuO7VH36Gu4n3amvZ23xqILgwZQQyM8us2xBZrLNHx+cTE5REVm0tUbBZR0RlExmRgjUga8feRLPnwuFvwOFtwORtxdFTS1V5JZ1spjo5qZMnTIxwEYUjRqmP0/A4KCSnTyZp4Fpl5Z2CLDH8tnB7w+1zs+PgnNIX6zAkiCSnFLFpzb+8uqlPZ0h0OZEXijb3fpKFjl6opWDbx20zL/JwGygbH+4d+xtHmj4wFlIPEMDRDZMHp/0dazjKtZaiiKDJb3vsOLfVbVQtrixd+k4Kp+lu0FgpZ8rHjk5/TUPUJ6qZGJD5pMgvOuHtUdHONJB6Xncbqz6iv/JDm+q0osv8kIxV9CQyLU/q8nwTBhMUai8UWhzUiEVtEYuBrWzwWayyCaEYQTYiCKfC1YEIQTQiISJIHSXIj+z34/S5kf+Dffp8Dt7MZt7MRj6sVv88RpENBOUnj0u95ulNviakzySw4g4zcVbqOSIUDj9vOlve+Q4e9JMRrLJCcsYD5q+8KWqypZ1Ozs+optlU+GnS7gEhe0krWTP21bi/yQk8yNgiFYWiGhEBkdDqnXfQMJpNVazGqeNx2Pnnl2kArd78DkyCYWHbOI8QnD/8m8ZFClv3sXv8basvfVr1fEExYI5JYtOYeYhMnhlmdPvH7nDTVbqKh6hOaazfj9bQBxwpch5/AvKCeSIkC3amw0Is4e4pKe9YhBczKSFyFivR06EREpZGWs4yUzEUkZ8zX/TTtcOHsrGHTu9/E7WgI+f7InriOmUt/EDLVrkdTU9++i9f23opaEXCUNYXPzX0Km1mf9WOhJxkbDIRhaIaMwJS5NzFpxtVaCwlJS8MONr19O0EnFEEkMiqNFec/icUao4m2k0FRZPZuuoeqkv+p3i8IIqLJyrxVd5GaNbRVFWMdRVFwdlbTUr+dloYdNNdtwedpB0621kTfHP87mS3RJKXNJjV7CSmZi4iOy9FYnf5obdjFtg9/iN/nCPlemDTjGorm3HjCSIaeTI3b18aLO67F5WujfwpWwMQFsx4iNXaaJtoGw5ajD7G75p8YbdpDwzA0J4FosrL64ud1HaYu2fUEJbufCL5DEEnJmM+CM+7WXWHzQCiKQtm+f3Box8OobzkOHGynL/oW+VP0mxPXGkVRcHRU0dqwnfaWQ7S1HKCr/SiK7AdAEMwoil9jlYPjeK2CYCI2cRKJqbNISCkmIXU6UTFZuk0naI2iKFQcfIH92x7svkF9oOVQP096MDWKovD2/u9Q07ZFNbqxqOBWZmZfEXZdg6XVUcp/d37ZiMycBIahOQkEwUR63mnMO+1XWksJiSJLbHzndtqa9qpceQkUTLuc4gW3aaLtVKir+ICdn94ZCI2HCI8XTL2UqfNvHVWGTUtk2U9XewUdrYfpaC2hveUgXR0VvZGcACKCKPYan7DQvVqg799aICIqjdiECcQkFBATl09swkRikybrNg2sNyS/mz0b/y9kGrfnbz135S/JyDttyM+vtanZUfUk2ysfC7pdQCQ7cRFnTbtbt0ZXViRe3nUjrY5SoxD4JDAMzSkQ2Aa9UmsZIXE7m/n4lavxex2ohS5nLvkBuZPPD7+wU6SteT9b3v8ufm9XiDC5QHzyVOat+jWR0elh1zdW8PucODtrcHTW4HLU4+qqx9lVi8fZhNfTjs/bieR3DevPFE0R2CISiYhKJSI6FVtkChGRyUTGZBITl09UXPa4a6UeTpxddWz94Pt0tR1FrRtOEERM5ggWnPGHU5pdpZWpKW18m49Kfhl0u4BIhCWBS+b+nQiLfreg76t9gY3l92stY9RiGJqTRsBqi2fVxc/qejBZc90WNr/7LdSnfZpYfOYfSUqfE3Zdp4qrq57N730bR2eV+o4ZwYTJHMmclT8fs9u69YAs+/F5OvF52/G623trMWRZQpH9KIrU/W8/KDKiyYbJHHHsP1MEJrMNkykCa0RCUAeNwfDRVLuFHR//BMnvVr0QEAQRW2QKi9beS0x8wSn/vHCbmrr2nbyx7xshL3LOm/knMuJmj6iGU6HL08AL27+IJHtO/GADVQxDcyoIIjkT1zFr2Y+0VjIgRw/9h/2b7wu+QxAxm6NYcd7jo3JTsM/rYMfHP6G5bivqxXOBWptJM65h8uyvGCkog3FJoP7sn931ZxCq0DQ5YwFzT/vlsA7gDJepaXNW8vLur+KX3Kq1J/PzbmRO7rUj8rOHA0VReOfA96i2bzZSTafA+BqzOtwoMtVHXu8eRKVfCqZ8nryiizk2SKwbRUbyu9jy/nfxeR1q36prLNZoFpxxd/fvpkbgwH1k7z/Y9M43cDubw6bNwEAPeFwtbHnvWxza8RChFkxCoJNp0Zp7hn2aeGR0BkvX/QVrRCKv77udho49w/r8AC6fnTf33YFf8qiYGYGJKWuZnaPvfXZHWz6iyr7BMDOniBGhOWUEbJEprLron7oOl8uyn83v3oG9cVfwrAlBJDVzIQtO/z8E0aSNwFOkqvQ19m66OzAHJUQKymyNYe7KX5KSOV8DhQYG4aWh6hN2rb8LyecKmWISRAtzVvyMjLxVI6plpCI1ftnD63tuo7nrYJCZERBJjZ3OuTP+iEnUb8G4x9/JC9uuxO1vx2jTPjWMCM0po+BxtXBw+1+1FjIgomhm3qq7iIhK657+ehyKTFPtJg7ueEgbccNAbuF5LD/3MSKiMwKLG/uhKBI+Tweb3/0GB7f/FUkyNtcajE38Pie7N/wuMF/GG2K+jCASEZ3B8nMfG3EzAyMTqVEUmY8O/5qmrgOqZibGlsFZ036vazMDsPXoQ6p7pgyGjmFohgWZysMv0dqwS2shA2K1xbFwzT2IJitB6SegfP+zVJa8HH5hw0RcYiErz3+SjLzVIR4ROGCU7XuGz167no7WkrBpMzAIB21N+/jklWupLn29+xb1k2Rq1hJWnPcEsQkTwqZtuE3NtspHOdryAcG/o4jFFMW66fdis+h7IW99xy4ONvzPmDkzTBgpp+FCEANrES74h+6XJTbVbmbLe98mVCHt3NN+SWb+6eGWNWwoikJlyf+6C6GVECmowOj9ybO/zMTpVxkFwwajGln2c2Tv3ynZ9UToZZ2CCIpC0ZyvMmnGNZptqh+O9NOh+lf49MjvVe8TBTPnznhQF+sXBkKSvby441o63bWGoRkmjAjNcKHIuLrqKdn1uNZKTkhq1iKKF9we4l6FnZ/8gqbaTWHVNJwIgkB+0cUsO+cRbFGpIVJQMooicXjno3z22leMaI3BqKWjtYT1b9zUfewJtcAzsPZk2bqHKJx5nWZmBk49UlPTtoXPjtwd8v5Vk3+qezMDsLvmGTrcNYaZGUaMCM2wI7DsnEdISNHvnhAIRDH2bvw/qkpfRa3zQRQtLD7zjySm6f/AMBA+bye71/+WhqqPQz5GEEQUoHDmdRTOuBbRZAmfQAODk8Tvc1Ky+wnK9/+re6Ky+vwVUMgtPJ9pC27XVePCyURqWh1lvLL7RvyyB7UI84L8m3Tf0QRgd5bx0s7rx9wuNa0xDM1wI4hEx+aw4vwndT+KXZb9bH3/ezTXb1W5qhMxmW0sPfsvxCVN1kTfcKEoCjVlb7Jv8z3Ikm+Ag4hAdGwO0xd/x+iEMtA1DVWfsnfTH/C4WghVJyMIJkyWSGYv+7FuJ5oPxdR0uut5ZfdNuH121fbsyWnnsrLwB7pda9CDX3Lz311fpsNVbURnhhnD0IwIAgVTL6V44Te0FnJCJL+bTe98g/aWA0G1JoIgYrbEsOych4mOy9VI4fDhctSz67O7aG3YEfpBggiKTEbeaqYtuJXI6IzwCTQwOAEuRyP7Nt9LY/WnqC9pPUZK5kJmL/8JtsjksOk7GQZjahyeRl7ZfTNOb0vQrBYBkYz4OawrvndU1MJ9UvJbDje+jtHVNPwYhmYEmb/6d6TnrtBaxgnxeTvZ8NYtONorgqIXgmDCGpHIsnMeITI6TSOFw4eiyFQceomD2/+MIkshozWCYEIQRApnXseE6Vca+4MMNEWW/VQcepFDOx7uXSmhhiCYQBCYtuA28osu0X20ooeBTI3T28yru79Gl6dRxcyYiIvM5sJZj2A1x4Rb9pA50vQOHx6+U2sZYxbD0IwYAmZLFCsveHpULEj0uFpZ/+ZNuB2NqqYmMiaTpev+ii0iUSOFw4uzs5bdG35Da8POEzxSICI6jekL7yAtZ/moOUEYjA0URaGpdiMHt/2JrvaKEz4+KX0eM5d8d1RGVNVMjctr59U9X6PTXacambGaY7lo9uPERug/ktruquKlnV8ydjWNIIahGUEEwUR88lSWnP3nUREKdTnqWf/6jXg97aqmJiahgCVn/RmLVf9XQoNBURSqSl/hwJYHkOWBa2tAISVzIcUL7yAmPi+cMg3GKW0tBzmw9UHsjbsINKSGqLcQRCyWGIoXfZOsgjNHtek+3tSsmfIbthz9E+2ualUzYzZFcO6MP5ESU6SR2sEjyV7+t+sG2pxHjfUGI4hhaEYcgUkzrmHK3Bu1FjIoutorWP/mzfh9jqBCYUEQiUmYyOIz/4jVFq+RwuHH7WziwLY/U3f03d4aGjUEwYSiyORMOpfJs64nMkb/V4UGow9nZw0HdzxMfcX73e+5ECfA7vdq7uQLmTr3ZizDvIdJK3pMjcfV0l3XFzw4zyxaOXfGg6TG6rubtIcNZfezv+4/GHUzI4thaMLEorX3kZK5UGsZg6K95RAb374lsB5AxdRExeay5KwHdF9sOFRaG3axd9Mf6GovH/BxPUP58oouYtKMa4mISgmPQIMxjdfdRumep6g49CLACVt6Y+Lzmbn0hySmzgiHvLDhdbex8e1bcXRUqgzFFDCJVs6Zfv+omDUDgcWT7x38sdYyxgWGoQkLAhZbHKdd8HdskUlaixkUrQ072fTuN1Fkif5XFYJgIiI6jSVn/WlU1AcNBVn2U1XyMod2PITf7w4ZrQFAEBEEkYKplzJx+lVjpr7IILz4PB0cPfQiZfv+oXoRcTw9xepFc26gYNrloyKVPRQ8Ljsb374VZ2eVupkRLJw9/V4y4+doIW/IdLrreWnntfgkp9ZSxgWGoQkTgmAiKX0Oi9bep+mUzqHQWLOBbR/8QDXsG+h+SmLJ2X8iOjZbG4EjiNfdxqGdj1BV8nL30LKBjY0ompkw7QomFl8xZkL/BiOL29nM0QPPU3HoRSRJfVBcDz2pp+yJ51A056tj7kICAq/HxrdvxdVVp74dHBPrpt9LVsLomBEly35e2XMzLV0lRt1MmDAMTZgpmnMThTP1P8myh8aaDWz78IchIzUWayxLzv4TMfEFmugbadpbDrF30z20t+wfsL4mgIjJbCWv6GIKpl5qzLAxUMXZWcORfc9QfeS1gFE+gVlGkUnJWszUeV8nLnFS+ISGEZejgY1v34bb0aBiZgJF+aJoOendT1qw+ehf2FPzLEbdTPgwDE3YEVhy9p9JSpultZBB01y3ja0ffBdZ8tO/0yIwfC+axWc+MOonCodCURQaqz/j0I6H6Go/yokGmgUiOpCRv4qJxVeSkFIcLqkGOqbDXsqRPX+nruJ9BEEYOOrX/R6LS5zMtAW3kZwxL1wyw06H/Qib370Dn0p3JQgIoomZS77H4Z2PndJCy3BSbd/IW/u/o7WMcYdhaMKOiC0ykZUXPD2qOoXsjXvY/N63AqHx/gdiQcRkimDx2vtISJ2ujcAwoCgy9RUfcGjnIzg7azixsQmkCRJSipk4/SrSc1YgiKaw6TXQHkWWaKrbTMXBF2iq3TRw19JxRESlMXX+LWTmnz5qUtQnQ0v9drZ+8H3140r3TrkFZ9xNSuZ8XF31bHjr1LZ0hwOHp5kXd1yNV3JgRGfCi2FoNEAQRBLTZrFo7f2jqqivveUQm975BpLfqXJ1KSKaLCw84+4xfTUJgZNU7dF3OLTzUdyOhkF8R2CGSERUGhOKryBn0rljZpaPgToeVwtVpa9RceglPK6mE9dhdWO1JVA48zryii4e80tS646+x85Pf6nemt1dl7Zozb0kpc/pvVnvpkZWJF7fcxuNnfuMuhkNMAyNZgTafmcsHl1hyU57GRvfuQ2/t0s9PCyIzFjyPXILz9NEXziRZT/VR16nZOdjeNytg/4+UbSQkbeanMLzSM6YN6avwMcTiiLTUr+disMv0VD1Sfc5+kQmJhDli4zOYNLMa8meuE73S22Hg/IDz3Ng6wOq9wmCiChaWbj2XtXUvJ5NzbaKx9hZ/aTWMsYthqHRmOJFd1Aw5fNayxgSjo4qNr59K153W8jw+aQZ11A054ZxcbKWJA/VR96gfN8zOLtqB1E8fCwdZYtMIXfyBeRMXEfUGOwWGw94XHZqyt6g4tCLuBz1g0srdb9HYuInUDjrS2TmrR4X6UhFkTm4/S+U739O9f6eRoNFa+8bsCZPj6amtPFtPir5pdYyxjWGodEcgYVr7iU1a3QM3evB1VXPxrdvxe1sCnnwTs9dxZwVP8NkHh+LHRVFpqlmI2X7nqG1ceeg6yV6Tm6JqbPInXwBGXmrMFuiRl6wwUnj8zpoqPqYmrK3aanfRiAcc+JDaW9dVeoMCmdeR2rWklG9qmAoSJKXXZ/9mvqK91XvFwSRyJgsFq+9f1BTuPVkaurad/LGvm8M7vNuMGIYhkZzBEzmSJaf9xgxcaNrR5Db2cymt2/D2VUToj5AIC6piIVn/N+Ymyp8IjpaSyjf/xy1R99FQTlhxAboNTaiyUpq1hIy8laRlr3UmGujE/w+J401G6g7+h6NNetRZD8D7lg6HkEERSE1eymTZlw9qrochwOft4utH/ygey+V2ilHICFlGgvO+APWIbzf9WBq2l2V/G/XDfglF8pg3gsGI4ZhaHRAYPJuOivOfWzUnbx8ng62fvhD7I27UTtQBQbwJbJozb3EJk4Mv0CNcTubqTj0HyoOvRjYjzWIdBRwrIhUEElOm0NG/mrSc1cSEZUaBtUGPXg9HTTVbKSu4n2aajeiyP4hR96sEYnkFV1MbuH5Y3Ig3olwdNaw9f3v4eisCvneT89ZyZyVvzipaK6Wpsbls/PyrhtweJqMImAdYBganRDofJrDorX3jqrOJwBZ8rF3091UH3ld/QGCiEm0Mm/Vr0nNXhJecTpB8rupq/iAqtJXA1epgzQ2AXpSEgpxSUVk5J1Oes5yYhImjJt0RbiQZT9tzftprt1MY816OlpLAGVof6+eYXiZC8mfcgmp2UtH3Wd6uGis2cCOj3+OLHlCmsC8oouZvvCOU6oh0sLU+GUPr++5jeaug0ZkRicYhkZXCORP+RzTF31LayFDRlEUyvb9k0M7HkJ9PkvgxDt90R3kT7kk3PJ0hbOzhuqyN6kqeQWPq3nwV/w9dJ8wLdY4kjPmk5wxj+SMuUTH5RsG5yRwdtbSXLeZptpNNNdtQfK7B91m3UPP39BijSOv6CJyCy8gKjZrBFXrG0WRObLnaQ7veoyB5jUVzbmJSTOuHpb3bThNjaLIfHDo55S3fIgxa0Y/GIZGh0xf/B3yiy7WWsZJUVfxIbs+vRNZkUJe0eZMOo/pi741boqFQxFo891Bdemr1Fd+iCz7hhi5obc2AxQstjhSMhaQnDGPpPR5RMflGganH7Lsp6utnLbmfbQ176elfgcuR13gzqG+9t31M4JoJj1nBVkTziQte9mYnx9zInxeB7s++yWN1Z+FeIQAgsCspT8kZ9I5w/qzw2VqtlY8zK7qv4/IcxucPIah0SUii9beR0rm6FjC1p+25gNsef87IWbVAAjExOczb/VvRl0h9Ejh8zqor3if2qPv09qwHUWRhh65gT6RBbM1lvikKcQnTyEuqYi4pMlEx+aMi1Z6CEQN3c5G2pr309a8H3vTHjpaDiPLXoCTen17TY8gkpIxn+yJZ5OWsxKLNXoEfoPRR1f7Uba+/32cjjpVcygIJkSThXmr7iI1a/GIaBhpU3O44VU+Kf3dsD6nwfBgGBpdImC2RLJ03UPEJozOQlqXo54t732brg71QsCe4Vmzlv2QzII1GijULz5vJ001G6mv/JjGmvXIkufkTr7dHP+9oslGXGIh8cnTiEuaTFziJKJic0f1CVlRFDyuFrraK3B0VOLoqKCz7Sid9lK8njbgJM1LNz3fKwgmUjIXkFmwhrScFUPqxhkP1Fd+FJj8K/vVX2tBJDomm/ln/H7EL2RGytTUtG3hrX3fNmpmdIphaHSKIIhYbPEsW/fwqM3F+7wOdnz8U5rrthCqVRMU8qdcwtT5t46LCalDRZK8tNRvo6HyY+orP8Ln7Tilk3MP/Z/DYo0lOi6X6Lh8omKziIzOIDImg8joDCKiUjUtalUUBZ+3E4+rGY+rBY+rBZejAUdHJZ32MhwdVUiSu/vRQvfv5j+Fn3isCNtqSyA1ZxmpmQtJzV5qrKxQQZElDu96jCN7B07BpOeuYvbyH4dtxtJwmxq7s4yXd92IX/Zg1M3oE8PQ6BhBMGGLSmHZuoeJiErRWs5JIct+Dm77C0cPPk/o4kCBuMRC5q26a9Sat3CgyBL25n00122huW4r7c37Tzo1FQpBCHSa9H2+wKwkiy0Wqy0BW0Qi1ogELLZ4rLa4wP+tsYgmG4JoQhDMiKIJQTAF/i2aEbu/VmQJv9+F5PcgS24k/3H/SW4kvweftwO3qwW3owG3sxmvp6175kt/ncqQCndP9HsrioQgmklKm01q9hJSMhcRmzDRqEMaALezmV2f/ap7uKAagdduytybmDj9qrC/lsNlapzeFv636yu4vK1GdEbHGIZG5wiCiajYHJau++uoDnHXVXzA7s/uQpZ9qiffQG7dxpwVPyU9d6UGCkcfkt+DvWkvrQ07aK7bQnvLwWE3OCERTIGTk6IM088Su092gRNe4DlH6tAUKEoNpEIFouNySc1eSmrWIpLS5oz7YvXBUl/5EbvX/xbJ7wr5mTaZI5h72q9IzVqkgcIAp2pqfJKLV/d8HbujzJg1o3MMQzMKEASRuMTJLD7rwVE9Et/RUc22j35EV1s5A6WgJhRfwZS5N4/b2R0ni+R3Y2/aS0v9dlobd9HRehjJ7wJ6IhAqW43HAccbPIstnsTUGSSkzCAhpZj45Kmjun5IC/w+J/u3/JHqI68RMuoqiMTEF7Bg9e90EXU9WVMjKxLvHfgRVfYNRmRmFGAYmtGCIJKUNpuFa+4Z1bUmkt/D/i33U1X6ygCPEohNnMScFT8nNmFC2LSNNRRFweWop6P1MB2tJbS3HKS95WBvoSyCiIAwZvbPCKK5T2rKZI4kNmEiiWkzSUgpJiGlmIiodCOFdArYm/ay85Nf4HI2DtjinlVwJjOXfh+TOSKM6gZmqKZGUWQ+Kf0dJY0hBoYa6A7D0IwqBNJzVjB31a9GffSipuxt9mz8HbLsD9neiSAwZe7NTJh2+bhpNQ4HHpedDvthOuylODuq6eqoxNFRiddtP+5RwnGRDX0cIgJ1M0I/TQIRUSnExE8kJqGAmLg8YuLziY7LxxqRYJiXYUKW/RzZ8zQlu/92XLquH4IIChQvuI38qZfq8rUfrKlRFIXPjtzNoYaXw6zQ4FQwDM2oQyB74tnMWvajUX+S72o/yrYPf4Sjo5qBFvwlpM5kzvKf6iJ0PZaR/G6cXbW4HA24uupwddXjdNQFCnPdbfg87fh9XSEXkSII3RUwwnG3dX8ZdJRRBrG0U8BiiyMiMpmIqDQiolKxRSb3/hcVm010bI5R8zLCODqq2fnJz2lvPUxIcyuIREanM3flnSSkFIdV31A5kalRFIWN5X9kf90LGik0OFkMQzNKKZh6OdMW3KbLq6Ch4Pe52Lf5HmrK3gz5mEC3jJlp828lr+iiUW/kRjOKouD3OfF52vF6OwL/97Tj93Yhy/7eGSSyLKEoUuDfsoTc/XVPoWif/0wRmMw2TOZITGYbZnMUtsgkrLaEU9rvY3BqKIpCdelr7NtyL0r33zOYQA1N7uQLmTb/NsyWyHDLPClCmRpFUdh89M/srX1OY4UGJ4NhaEYxk2d/lcmzvqS1jGGhqvRV9m26N3ASHKCmIzFtNrOW/Yjo2OwwqjMwGF90dVSyd+PdtDbsCPkYQRAxWaKZvezHpOeuCKO64aG/qUmLncG2ykeMlQajGMPQjHKmzvs6E6d/UWsZw4Kjs4Zdn95JW/P+kI8RBBOCIDJl3tcomPJ54wrewGAYkSQvZfv+Semep07Ykp+StZjZy36ELTI5jAqHl+NNzaSUsyhpfE1rSQangGFoxgCTZ32ZwlnXj/r0EwSGx5UdeI7DOx7hRIPT4pOnMWPJd4lPKgqfQAODMUpL/Xb2bPg9zq5aQtXKBIr1RYoX3EZe0efGxDHH1VXPJ69eh+R3j5mOv/GKYWjGCBOLv8iUeV8bEwcYgA77EXZ+eucAM2uOzVbJnXwhU+beiNUWH16RBgZjAI/bzsGtf6Km/C16NoirIxCbOJG5K+8kJr4gfAJHEEVRKNn9BKW7/6a1FINhwDA0Y4i8oouZvuhbY6ZoVpZ8HNn3z96DTcirJ0HEbI5kytybyZt8oZGGMjAYBIoiU136Oge2PYjf7wrdcSaIoChMmnE1k2d9GdFkCa/QEUJRFA7vfOSEO6gMRg+GoRljZE9cx8ylPxj1c2qOp8N+hN2f/ZoOe8kJHxuTMJEZi79DUtqsMCgzMBiddLaVs2fj72lr2nvCx8YnT2Xmku8TlzQ5DMrCg6IoHNr+V8r2P6O1FINhxDA0Yw6BjLzVzFn58zFlamTZT/mBf3F456MDFysKIigyWQVnMnX+LaN2qaeBwUjgcbVweNcTVJW8jCAIIWvUBEFENNmYOv+WQNRzjER9IWBmDmx9sHthrsFYwjA0YxKB1OwlzFv1a0ymsTV0rKujkn2b7qWlfiuht3cHDsiCaKFo9lcomHrZmAmTGxicDH6fk7L9z1K275/ds4IGSi/JZBaspXjBbaO6g0kNWfazd+Pd3XuoDMYahqEZswgkpc9lwem/HzXDrgaLoig0Vn/Kvs334XY2MfBofoHImAymzLmRzII1Y+pK08DgRMiyn6qSVzi881F83k5O+FmJTmfGku+TmrUwXBLDht/nYvvHP6G5djN6WedhMLwYhmYsI4gkJE9j4Zp7sFhjtFYz7Eh+D2X7n6V0z5MnmJkRiOREx+UzZe6NpOeeNma6wQwM1FAUhYaqjzmw7c+4umoHfGxgRxZMmnENk2ZcMyZXSXjcdra892067KUnWLdhMJoxDM1YRxCJS5jEorX3YY1I0FrNiODqqmf/1gdoqPqYE7WdgkJsYiFT5t5EatYSw9gYjDlaG3dzYOuDtLccYKC0bM99iamzmLn0e2OmFbs/js4aNr/zDdzOxgHnWhmMfgxDMw4QBJGIqDQWrrmHmPh8reWMGM11W9m76Q84O6tP8MiA6YlPLmbqvJtJzpgXDnkGBiNKW/MBSnb/jaaa9b21MAMRFZPNtAW3kpazYswa+7aWg2x59w78PqcxNG8cYBia8YIgYjJFMH/1b0nJnK+1mhFDlv1UHPwPh3c9iiR5BzyoC4KIosgkps1m6tybSUybGfKxBgZ6RFEUWuq3UbrnKVobdnQPmxzoxB3YYD5lzo3kFJ43pjoh+9NYs4HtH/0YWfYbaaZxgmFoxhUCCAIzl3yP3MLztRYzonhcrRzZ+zQVh17iRCsUeoxNSuZCJs24hqT0uWP2itVgbKAoMg1Vn1C65yk6Wg+fOCIjiIiihUkzrmbCtC9gtkSFT6wGVJW+xp4Nv+v+l3GKGy8YhmacMnH6VUyZe9OY7/pxORoo3f0kVUdeQ0AY8Oq1x9jEJkxk4vSryMw/w2j3NtAVsuyntvwdSvc81Z1aHahmrHs9CAr5RRdTOPNL2CKTwqZVCxRF4ciepzi86zGtpRhogGFoxjHpuacxZ8XPMJkjtJYy4jg7ayjZ/Tdqyt7qNi4Dh+VBwRqRyIRpl5M7+SKstrhwSTUwCELyu6kqeYUj+/6Bx9XCwMW+x8x5eu5pTJl3MzFxeWHTqhWy7Gff5nupKnlZaykGGmEYmnGNSFxSIQvPuHvMDdAKRVd7BYd3PUZ9xQeDqDcAEBBFCzmF5zFh2uVEx+WGRaeBAYCzq46qkpepOPwSfq+DE6VPet7TyRnzKZpzA4mpM8IjVGN8ng52fHqnMWNmnGMYmnGOIJiwRiSycM09xCVO0lpO2Oiwl3J456M0Vn82KGPTc8Wbmr2MidOvJCltjlFnYzAiyLKfppqNVBx6kea6zYPqWOp5D6fnnkbhzGuJT54aJrXa02kvY+sH38PlbDSKf8c5hqExCHRAiVbmrvoVadlLtVYTVgKtrk/QVLNhkMYm8JjouDxyJ19I9oSzxnxdgkF4cDkaqS59lYrDL+F123tN9EAIgohCYCntpOlXjemxDGrUHX2PXZ/dhaIMsM7BYNxgGBqDbgLRhuIFt5M/9dJxF33oaq/k6MHnqS59LdDmOaiwdaBrLDVrCbmF55OWs2xMt8EaDD+KLNFUt5nKw/+lsXo9CMLgogyCiCiYySu6iAnFVxAZnT7yYnWELPs5tONhyvc/q7UUAx1hGBqDIDLyTmfm0h9gsUZrLSXseD3tVB7+H+UH/oXP086Jii/hWDrKYo0le+I55BSeS1xiYVj0GoxOnF111Ja/TeXh/+J2Ng0qGhNAwGSOZMK0yymYeumYnf49EF53G9s//imtDTsx6mUMjscwNAbBCCKR0enMX/Ub4pIma61GEyTJS93R9yjb9wxd7eWDPuH0pKRiEyaRO/lCsiacaXRIGQCB2Uh1FR9QU/bmINYSHKPnPRURnU7B1EvJm3zRmJ8jE4r2lkNs/eD7eN2tRorJIAjD0BioI4gIgsiMRd8mp/D8cZeC6iEwiXU75fufoal20yA7o3oQEASR5Iz5ZOSvJj1nhVFvM87wetppqPqE2vJ3aKnfftw9gznsBmZEpecuJ6/oElIy54/5uVEDUX3kDfZs/H3AyBhmxkAFw9AYnJCsCWcxY/F3MVsitZaiKV3tFVQe/h/VZa/j93YNPk1wXJdKQkoxGXmrSc89jei4nBFWbKAFHpedhqqPqat4j5b6nYA8qE4loPdxtsgU8qd8jpxJ5xERlTLSknWNLPnYv/UBKg+/pLUUA51jGBqDEyOIRMVkMX/1b4lNmKC1Gs2RJR+NNeupKn2NppqNBK62h/IxCqQaouPyyMw/nfTclcQlTRm3UbDRjqLIdLSW0FS7maaa9dib9gbuGGyBL3QbGYXU7CXkF32O1KzFCKJp5ESPEtzOZrZ/9GPamvdj1MsYnAjD0BgMCkEQEQQzM5d+j+yJ67SWoxs8rlZqyt+iquQVHB2VQ0xJHSsotkUmk5G3mpTMhSSlzcJi1N3oGrezmea6LTTVbqK5dhM+b+fgozDd9LxXrBGJ5BVdTG7h+eOuW2kg6is/Yvf63yD5XUa9jMGgMAyNwZDJmXQe0xd9C5PZprUU3aAoCu2th6gufY2asreQ/M6TPsGBQGzCRFIyF5CUMY+ktNlYrDEjJ97ghEiSB3vj7u4ozAa62o8CnLSBNZkjySxYQ1bBWpLT5xrRmOPw+5zs23wfNWVvaC3FYJRhGBqDk0AgJj6feat/My52xAwVSfLQWPUptUffpalmI7LsG/KJD/oZnMRJpGQuJDljHomps8ZlS3048XraaWveT1vzfuyNe7A37jrlv6MoWkjLWUHWhDNJzV6CyWQdIfWjF3vjHnZ8+gvcziaj8NdgyBiGxuCkEAQTgmBi2oJbySv6nFH/EQLJ76a5biv1VR/TUPkxfl/XSZ0U4XiDIxKXOInEtJnEJRYRl1xEbPwEYzP4SSJJXjrtpccZmN24HPVAz2suM9T6jV4TY7KSlrOczPwzSM1aMu4L60Mhy35K9zxF6e4nh1Z7ZGBwHIahMThlkjPmM2vZj4mMTtNaiq6RZT/2pj00VH5MXcUHeFzNQxioFszxxkgQTETH5ZGQMo24pCLikiYTlzh53M4rCYXkd+PoqKKzrZz2lv20Nu6h017aGwk78Sb2AehOMZot0aRlLyMj/3RSsxYbqdkT4OioYscnP6ejtQSj8NfgVDAMjcEpIwgmRJOVGYu/Q9aEs4xozSBQFIVOeyn1VR9TX/HBSddk9KdvREEgMjqd+JRpxCZMIjo2m6i4XKJjs7FYY4fl99AjiqLgdbfS1V5BV0cljvYKOtuP0tVWjsfV3Pu44XmtJRBEElKKScteSkrmIuKTioyamEGgKApVpa+wf/P9KIp0Sn8LAwMwDI3BMJOeu5IZS76HLSJRaymjCpejgdaGHbTU76C5bgtuZyNw6ifdwJOICAh9nsdsiSE6Loeo2BwiozOIiskgMiaTyOgMIqPTMZkjTu1njiCy5MPjbsHjbMHtasHT/Z/LUU9nWzmOjkokv6v38YJoRpH9w/CTRXpa9COi00nLXkpq1mKS0ucZNU1DxOO2s2fD72is/kxrKQZjCMPQGAwrgiBiskQxY9F3yCxYY0RrThJXVz0tDTtoadhBc+3m3sjCsBic4xFEBEQUpe8JXxQtmK0xWG3xWCMSsUYkBL62xWOxxWO1xQX+b41DNEcgiiYEwYwgmhBFc6DGqvu2wH0mBNEMKMiSF8nvDvwnuY997XcjSR4kvwvJ78bvd+N12/G4WnA7m3A7m/C4WvD7HMG/hhCIiAzna3P8a20yR5KcMY/UrMWkZC0mOjZ72H7OeKOh6lN2b/gtfm+n0Y5tMKwYhsZgBAgMjkvLWc6Mxd8d95NOhwNnVx0t9dtpbQhEcDyulsAdPaPwR/zEIBwzDYRp9Hz3+g0UZeTTEd0/BxQQRGLjJ5CYNpOElOkkpBQTHZc7rtcODAcuRwP7Nt/bHZUZ3B4rA4OhYBgagxEjUFtjY/qiO8ieuM6I1gwjHredjtZSOuyH6Wg5RFvzge7OnEDtzCkVt45xAsZM6Y0O2CKTSUydSUJqwLzEJ03RdcpttCHLfioOvcihHQ+jyH7jfWkwYhiGxiAspGQuZPri7xih+hHE73PSYS+lo7WEjtbDtLUcwNFecewEolJLM5YJ1M5I9EQCTOYIouPyiU2YSHRcHrEJBcQnTzMiiCNIW/MB9mz4HZ1tR7SWYjAOMAyNQVgQBBMIAhOLv8ikGdcY8zjChCz5cHRU4eisxtlZjaOzGkdHJY72SjxuO8eH/QXBhIIyOmaA9Kaj5KA6DFtkCjEJE4iNLyA6Pp+YuDxi4vOxRiQZUcIw4fN2cXjno1Qc+s+QJ2YbGJwshqExCDMCtsgkihfcTkb+GcYJRkNkyYfL2Yirqw6Xox5XVz0uRx1uZwtetx2vpx2ftwtZcqt+f49JBbp9kdL9ZfchRRloaafQXZNy/N9fGXCInWiyYYtIxBaVSmRUGrbIZGxRyUREJge+jkwmKibLSBdpiKIo1Fd+wL5N9+L1dhhGxiCsGIbGQAMCBYGJabOZsejbxCZO1FqQwQDIkg+ftwOvux2vtx2fpyNgdjzt+DydyLIXWQ7MEempkZBlP4osocgSsuLv/rcPRVEwmyMxmSMwmSMxmW3HvjZ1f22K6L4tAos1ptesGEMC9Y2zs5a9m/5Ac91mjKJfAy0wDI2BZvQMgSuYeimTZ395TA97MzAYq0iSl6MH/kXJridQFHnc1GgZ6A/D0BhojyBisUQzdf4t5Ew612iPNTAYBSiKTO3Rdzm0/a+4nc0YERkDrTEMjYGuiEsqYsbi75CQUqy1FAMDgxA0123lwNYHu7uXjPSSgT4wDI2BvujuiMieeA5Fc75CZHSG1ooMDAy66bCXcnDbn2mu22J0LxnoDsPQGOiSnqm0eUWfY9KMq41ZIQYGGuJy1HN452PUlL05/Os3DAyGCcPQGOgbQUQUTORPvZRJ06/CGpGgtSIDg3GDz9PBkX3/oPzA8+FZQWFgcAoYhsZgdCCIiKKFicVXMKH4CqMjysBgBJEkDxWHXqR099/w+9yAkVoy0D+GoTEYZYiYzBFMmnEVBVMvM2aTGBgMI5LkofrIG5Tufqp7w7txejAYPRiGxmCUImC2RlM48zryiy7BZLZpLcjAYNTi8zqoLPkvZfuewedpx+hcMhiNGIbGYJQjYLXFUzjrenILzzeMjYHBEPC47Rw98G+OHnwBye/CMDEGoxnD0BiMGczWGAqmXEr+lM9hi0zWWo6BgW5xOeop2/ccVSX/Q1Yko/3aYExgGBqDsYUgIiCQNfFsJkz7AnGJk7RWZGCgG7raj3Jk7z+oKX87kFQyjIzBGMIwNAZjkp5ZGUnp85g4/UpSsxYbKxUMxi1tzQc4sudpGqo/MebIGIxZDENjMKYRBBFFkYmKzWHi9C+SPeFso87GYFwgSV4aKj+i4tCL2Jv2GEbGYMxjGBqDcYXZGkPB1MvIL/octsgkreUYGAw7jo5qqkpeprL0ZfzeLkDEmCNjMB4wDI3B+KO7ziazYA25heeTlD7HSEcZjGpk2U9D1SdUHHqJ1obtvZFJA4PxhGFoDMYtPSH4iKhUcgrPJ2fiOUTFZmkty8Bg0Di76gLRmJKXA/NjjIWRBuMYw9AYGEDviSAxbTa5heeTkbcasyVSa1UGBkHIsp+mmo1UHHqR5rrNhokxMOjGMDQGBsfTfXIQTRFkFawhp/BcElNnIQiC1soMxjGKotDZdoTa8nepPvI6XnerkVYyMOiHYWgMDELQk5KKjM4kd/IFZE9cR2R0mtayDMYRzs4aao++S03ZWzg6Ko1OJQODATAMjYHBYOhJSaXOIiN/Nem5K4mKydRalcEYxOVopL7yQ2rL3qK99ZCRUjIwGCSGoTEwGBI9qSeFmIQJ/9/eXcdVefd/HH+dc4BDSYgKiILYztk6pxhzTuecMWd3d4ugYiBY6MSu2bNjOmulzsBt5qyZs1EMQro5nN8fBy45EuLi3s3v/jwfDx9yrj51Xe/rWwdn1yY4ujaikF0ZqZYSf1pi3HOeBZ/g2cOfiI64SdbPmRAifyTQCPFXZNw9m1sWw8mtCU4lG2JftAoqtebfPjLxX0yv1xMX/ZDQkF959uAoMZF3kF+4FuKvkUAjxN8ks32DiZk1TiUb41iyIUWc68jIxAKAlOQYIp6dJ+zpOUJDTpOS9BIZ9E6Iv48EGiH+AZnhRq0xw8GxFg7OtXBwrIGNfVkpvfkfkZ6eRlT4DcKfniM05FdiXt4B9NKwV4h/iAQaIf5xr9pDaEwscHCqiYOTIeAUsi8joxT/P5IQ+5TwZ+cIe3qW8Gfn0aUlSYAR4j9EAo0Q/2kqNej1gB4TUytDwHGsSWGnmhSyc5eAU0Do9enERT8kKvxGRknMeRLjnxlmSs8kIf7jJNAI8a9TY2gMqsfE1BoHp5oUdqyObeEKFLIvi6mZ1b99gAJIToxQwktk2O9Ehd8iXZcEIKUwQvwXkEAjxH+bLCU4ABZWTtg6VMKmcHlsC5fDpnB5+aXwf5guLYnol7cNASbsBpFhV0lOjAAkvAjx30oCjRAFgjqjV6+hGsNUa4udQ0VsCldQgo6FdXEZC+ct6dKSiY99THxMMHHRwcRHPyIm8i5x0Y8w9D5SgUol1UdCFAASaIQosFQZv+djKC3QmFhgZeOKta0bVoVKYFmoBFY2hv/NtDb/8rH+e/R6PSlJkRmh5RFxMcHERT0kLvo+SQnhZJaEqVQa9OglvAhRQEmgEeL/G5UaFSqjahGNiSWW1k5YFnLBwro4FlaOWFo7Y2HlhLmVI6Zm1gWyMbJeryctJZakxAiSs/wzPA4nITaEuOhH6NISlXVUKhP0+rR/8aiFEP8ECTRC/E9RZWkDojeabmJqhanWBjOtLVpze0zN7TDT2mBqZouZuS1mWlvDfDPD/yamlqjUJqhVGkOI+pPVXfp0HTpdMrq0JHRpiejSktHpkjIeJ6HTJZGWmkBy4kslsCTGvyA5MZzkpCj06amvPUU1KjJ/iVpKW4T4XyGBRgiRI5VKQ+Zw/PlpBKtSaQylPCoNarXhb5XaxPC/SoNabYJKrSFdl5YRWJJJT09Bn56/0pLM48kexoQQAkz+7QMQQvx3etuePHq9LmOdVNL/gU5A0rNICJGXgldpLoQQQgjxGgk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRBCCCEKPAk0QgghhCjwJNAIIYQQosCTQCOEEEKIAk8CjRCiQNFoNP/Kfk1MTP6V/Qoh8kcCzV9Qs3r1XOcNHzKYcmXL/uPHUNrdnTKlS2ebXrVKFcqXK5frep9/1hYrK6u/7TjmzZ6Fe6lSeS7ToV27PF+z/yWNGjSgoYfHW6/XuGFDmjZpkq9lbW1tc1zfzbVknuup1WpGDBmCY7Fib318b2JqaoqDgwNl3N2pWaMGzZo2pWunjtlCite4sbRp9Wm29YcOGsRsf7+//bgyubgUZ8Pq1ZibmxtNL2xvz8E9X/NOxYo5rmdlZUWhQoVy3W6NatUYM3LE33qsmVq2aEGXjh2Vx9WqVmWG7zQAHBwcaNu6VbZ/Wq0223a6dOzIx82aGU1r0+pTenTtikql+keOXYi/k9xy5JOtjQ1Hv/+Oxs2akZCQiJWVFf6+07hx8yZT/fxJTk5+bXlbvpgzm+59+hIfH/+3HkutmjWoXrUq6zZ+ReuWLdGYaFiweAljRozgyu9XOX4yiEH9+/Hr6TP8cedOjtsYN2oU585fID4+nh2bN+Hm6prr/lJSUmjcrHmex1T13XffGJAsLS1ZtmghAfPnc+bsOb7d982bnyzQd9Bgrl2/zumTJ97qLnmanz/fHz6c/VirVKFe3ff4cu06AD5p3pz69d5nqp9/jttZs2IF1atVzfd+Adq078Cz589znd/h83Y8Cg7m1C+/vNV2P/qwCaDip+PH81zOzbUkG9esYdWatez8+msAtFot06dMxnPCRB4FP851XY1Gg5ubK1+tW8s4L2/cXF3xz7hA5iU5OZkGHzalVctP+PCDD7CwsMDC3BxLS0usra2xtrLCwsKChIQEomNiiIqKJjommqioaGxtjvIyMhIwBLE2rVrRf/CQbPs4cOgQG9euoVLFCty8dfuNx/S2OnzWjoiXESQlJRlNfxkZyfGTQfTp1RNvn8nZ1vMaO5YSLsUZPnoMySkp2ea7upbkow8/ZNHSZTnut4SLC9/s2pmvY1y9bj1r1q9XHrsUL46DQ2HlcSFra0q7uwPg5urK6OHDjb4Hndq35/SZs4SGhRltt2TJEtmCThGHIjg5OtKlYwdq1ayJr/8M4hMS0Gg0nAk6ma/jzSoiIoIWbdoCUK9uXQb060v5cuWIiYnh/IXfWLZqJeHhEa+eS6FCjB05gkYNG2JiYsKZs2f5YsFCIl6+VJbJz3bys8zralSrxsjhwyhXtixRkVHs2rOHzdu2ZVvOo149+vXuRfly5UhLS+P7Hw8zb8GCHLfZ0MODPj17UNrdnbS0NC5ducqS5ct5EhKiLKNSqejTsyft2rbB3t6eO3fvErhoMddv3Mj/C/0/SgLNG6hUKmwKFSI6JoakpCQSEhKxtbUlOjqa/oOHsHThApYEzsdz4iTsstwR7967lxrVq1GnVi3u3runTI+NiyM6OvovHdPjx08ImDmTe/cfKNNaNG/GRx82YfO2bZiYmFC5UiUWLl6Sr+1pNBoGDhvOtevXs80rVrQoe3fuUB4HzJyRawnBhtVf5ji9Res2RLx8yaatW0lNTWHowIH8fs2wr/cbNTZ6DkMHDqRd5y6kp6cr03U6HQBdevYEjO8UK1aowMzpvnTu0VNZLlN4eHiOxzNi6BDCspzMb9+5g++UyWzcvIV79+9nW97LxwczU9Mct/U6Ozs7tm7c8MblCtvb89vFS/naZlYajQnJyUlvXO5R8GPGenszc/p0ChWyZu2GjbRo3gxLS0uWL14EGKpQ0tLSlHVMTEz46JOWRMfEMHHKVGZOn87A/v04fOQoFy9dYtjoMcqyPt7eaLVafGfMUKbp9XoAJWjEx8cTn5BAWpqOoQMH4uzkSOvP2xMdE5PnsXf8vB3nL1zgjzt3GNivH4P698u2zKZ164wejxrnyemzZ9/4uuTF0tKCNq1aMWLsGADO//Jzjstlnf779ev0GzSYpStWsHHNGmb5++E1yUd5Ld5W30GDCQ0NzXX+vNmzjB4vCQyk3vt1AWj/2WfZjnP46DFERUfzxYKFyvRO7dsrfy+eP18J66ampuj1evr17mXY14IFpKSmoFar2btvP1WrVGXtqpUMGTGS6JgYPmppXIJWt04d/KdNZfa8eZw8lfNrp8/4Xru4FCdg5gz27tvP5q3bcHZ2om/PnpQvV5beAwaSmpoKQODcAIo7O7N42XLUahXDBg8mcG4AfQYOyvd28ruvrMqULs2ShQs4d/480/z8qFm9BqOGDyMpOYnde/Yqy7X+9FMmT/Dm4LffsmX7dkxMTLG1scnl3TMEq9Nnz7Fl+3aKFClC3169WLZwIR26dVO+i4MHDKBnt66sWb+ex09C6NWjO0sXBNK5R0/CcjmnCQMJNG9QpXJlli9ZzNFjx4iPj8dv6hQ+bNKEgUOHcev2bYaMGEn5cuVo/lFTJnl5ZVv/izmzjR5v37WLBfkMGrkJDQvDe5IPj4KDqValSsa0cDwnTiLi5Uvq1a2LhYUFbdu0Nlrv9Jmz9O7RA2dnJ7RaLauWLeXK1atvte9p/jPwnz2bdytXVkIJwDe7djLZ15cbN28BUL5cOV6+fEl4RASJiYnKctt37ea7Hw+jNTMDMAohjRs2ZM++/TmeYIAcSxXs7Owy5gVnCzQ5+eTjj6lcqRKdZr26MNx/8IATQUH4TPBm0LDh2bYTFRX1xu1mys8xAJQoUYKYN1zYbW1tjUIyQKFC1gC5lqi9jIwkNjYWgMtXrtK9T19SUlJwKFyYEUOH4u0zmZOnTuHmWpItGzbQ5OMWpKWlMah/Pzzq11fChk6nY8r06Zibm9PIwwO9/tVzU6vVNPCoj9cknxyf773795VgWMbdnRnTfYmOiaH/0GHK9jUaDUMHDqRG9WoMGTlKec8tLCzo2L49oz3H4+bqyg+HD7N91y4ABvTpQ9WqVRg1zjPbPrN+xv6sDu0+5/LVK9y8dZv3atfmwxafoNfrsbWxYePaNQR8MZ+z588brZP5/CNevmTi1KnMmz2L4s7OhDx9+qeOISIiIlvJSVapqWlGj0d5ejKwXz8cHAoT8MV8ABrUr8/QQQPp3qcvNWvUyHN/o8ePV/72GjeW0NAwvtqyRZnWqUN7zMxMSU5JYdLUqTRp3Eh5D7PemLmWLMkET0/WbtjAgUPfAobv5rhRI1m4ZCmRr32HUlNS6TtoMPcfvLope/7iBfNmzaJK5cpcvHwZj3r1qFGtGoOHj+Di5csAxMXFEzBzBu/Vrs25CxfytZ38LPO6AX378uJFKN4+k9HpdBw/GUSJEi707t5dCTTFihbFa+wYlixfwbad+Stde73kJj4+Ab+pUyjt7s4fd+5ga2NDj65d2LBpMxs3G96Hq7//zv6vd9O+XTtWrVmTr/38r5JA8wZXr12j1Wft6NOzJ7a2toSFhfNp28+wt7fDzbUkj4Ifc+bcOQD27tuvrFesaFG+3fcN7Tp1NipO/DucPHJYaXOQ+f/nbQ3FuAuWLOH99+py+uxZQkMNJ8aWLT4mKiqKoz8dY+nKlWi1WpYtXMCylSu5/+ABs/z8WLNiea77y3rRSklJoaSLO4EBAUzz9+f4ySDDDL2e5OQUEhMTsbezY6avLyeCgghcvBiA4s7OfNysGZu2biU6OppiRYsq29y6cQOl3d0xMTGhUYMGRnfk7Tp15vmLF3/DqwaOjo6MHzOGNevXExJifMGZF7iAnVs2M3LYUKNqgckTJ/BZ69avbypHv128xGRf3zcuV8LFBStLS6q8W5lvDhzIdbmunTrRv0/vHOc1a/phjtPnL1ykVDEBJCUlMcnLi+DHjzlz9hwnT50CYEDffoaw0qABx06coHy5cqxdbyhZ8qhXDwsLCyXEZ7K1seGHg4bjNTEx4ctlS5V5z54/5/POXZTHWjMzenTrSsf27Vmzbj179u1T5hUp4sAsPz/cXF3xmznLKMB269yJ3y5e4tbt2yyYN5fIyChmzJmDo6Mj7dt9xrwFC4mLi8PCwoL27T5j+85d+Q6RebG2tqZ71y4MGzWaShUrsPCLeXTp2YvHT54wdNBAoqNjOPXLL6SkpFC7Zk3UajXnLlww2sb1Gzdo36Vrtuqq/1ZTJk7k009aKI/VajV6vZ4hAwco01QqFSqVimZNmyrTHgUH06VnL+Wxs5MTSxcu4PDRo6zdsFGZHhsbi7WVNWtXrWSUp6fRdy40LCxbcHv0KBh4dZPSsIEHL168MAocJ0+dIjk5mTq1a3HuwoV8bSc/y2SlVqup/35dtu/abfTZOvLTMRrUr6+c99u1bUNUdLTyfdNoNG/9WUxLSyM9PV0Jh+/VqYNWq+WHLFWEYeHhXL56lTq1a0mgeQMJNPlgZmZGi+bN8PaZzESv8WzfvZsWzZvTtXNn/GbOfHVR/xNm+/tRys2Nbr375HudJh+3QKVSMaBvH/r26sWZc+fYuHkzv1+7Tml3d7zHjWPztm1s2b4dgEYNG3A8KIir164p20hPT+fa9RtK2Mpa5eTo6EjdOrU5cOhbtGZmNHit8eq9Bw+YF7gAf19fhowYaVS3q9VqWTBvHvce3GfRslfBwMLcnOYfNeWjD5swa+48o+ogjUbD8DFjuXjJuArm5JHDf1tjRCtLSxZ9MY/7Dx6waWv2evCXkZFM9fMncG4A+nQ9i5cbAt6iJUtZtTp/J5HU1FRM81E1VbtmTXQ6HfXr1cvzJLhqzZpsJ7C1K1dw6coVlq/KXr33w4H9Rm253FxdmTPDH70eQ4h7+hQrS0vGjx1DjerVGO05Hn/faRQrWhRvn8lKNZ+ZmSkTxnvy0YdNmL9o0asdqFSYmJhQx6OB0X4rVaxAwMyZymNnJyc2b1iPrY0N585fwKNePT5u3gxbGxvDP1tbgn7+mUlTpirtZsBwE9C7Rw92fb2HXt27U7VKFTp27QbAxPGeXLpyhYPfGu7+1Wo1vbp1w8G+sPJe/RWDB/QnMjKSGtWq8dGHH7J1xw4eP3lClcqVademDUNHjSYlo21MlXffpVuXzvTo248XL15gb2dHYXt7AJJSkgkJeYqVlZVRey9LCwvUanW2htpxcXF/SyBr0rgxlTIaLFtbWRmFqpIlSnD65Ils68wMCGBmQADvv/ceKpWKcxcuEDg3gBlzAoiIMLQtada0Ke3atDaqbsyqTOnSLJg3l98uXmRuYKAy3dTUFDMzM+YuWMAXs2ezdsUKho0ew4OHD3N9DtWqGqq+XpXulTaqVgdDAAh5+pSSJUrkeztvu0xxZ2csLS25d/+e0fSHGcdesoQh0LxXpw5Xrl6lT88edO/SBSsrKy5fvcrsuXPzbKNmbm6OlaUllSpWZNjgQezas4cXGdWMZUqXJik5OdtN8MOHj3K9iRGvSKDJh4YNPDh28iSnfvmF+vXep0H9eny5dh16vZ6AmTPxmjSJoJ/frnFnppeRkVhZvl1vI3s7OyaMH4+lpQX7Dx6itLs7c/z92bJ9B1XerUxUdLRRzyfXkiV58iTvUiK1Wq2U9riWKEG3zp359vsfSNPpOBEUhEqlMmoXcPC77zA3N+fho0fZtnPx8iVWr1tvdKK+9+ABvQcMZOyokbgUdyYiIsJo/uLA+aS/dmK3tLQEDKUBLsWL53jcTo6OgOHindOFISo6mrS0NBbMm4uFhQXDRo1WLtzVq1Xl8pVXVW5nzp1jqp8/s/ym4+5eipkBAYSHR5CQmIhNHvXiqakpJCQYqjwcChfOdblMDTzqc/TYcSpVrEC9unX5+ddf37hOJhsbG2JiYnOcZ2JqqjRIbdu6FZ6jR3MiKIhZc+dRys2NUcOH0frTT7lz5w79Bg0mNCyMoSNHMWeGPx3bf86+Awc5duIEx08Gcf3GTbw9xxk+myoV6emvXtuTR4wbWqvVaqNg8uz5c44eO0ZkZCQvX0YS8fIltjY29O7RgzSdDp9p07h4+Qq81s4kXZ9OZFQU79Wpg3spNxYtXUZkVBQ9unWlyrvv0jWjVMBQkpDOnn37GNC3L+d/+41fz5zJ92uYE12aDpVKRdfOndBoNIweP56iRYrgO2UK23buUqpmTU1N+fb77+nWpTOzpvsyaPgIPv3kE3p07YJWq+Xps2d079OXwIAAatXMXt1z9LtvjR4PHjHSKMgXe0PPMjOznAPzbxcvsi6jdKRG9eq0a9tGmfco+DEdunZVHmdtA2RiYoK35zg2bNqMTqfj2vUbDB88CP/ZcwCIiY0xKsVo1KABv5w+jU6no7S7O1s2rMfExARN7docPnQQc3NztFotarWatLQ0UlJSSMkogVu1bCnDR48xalOYqbS7O8MGD+L4ySAeBWeWntjy/EX2hvWxsbG5dkDIaTtvu0zm8329rVdsXByAsm83V1cc7Atja2vL9Jkzsbe3Z9jgwcwPCKBLz165BtUfDx5Qzm1f7/2GJctXZNm3bY5V0bFxcX9rr9T/ryTQ5MPeffuVkoJ5gQuUC/vqdesJfvyYs+cM9epOjo7Kcg4ODoDhrjPrB/v1ni/zFy56q2NxLFaMLRvWs//Qt6xcvZoRQ4Zw8/YtfGfMYIbvNNZu2Mje/fvxnWzoieHs5IRD4cLcuHlT2YaVlRUqlYoJ4z25dfs2ZmZmrFu1Mtu+svZiOH3mLPfu36dHt65Gy3h7jlP+ztoouFf37srfT589o22HjqSkpDB3vuEuzr1UKaN2D6M9x+dYQgPgVrIkO7ZszvN12ZnL/NXr1lO3Tm2cHB0ZPmaMUpdfp1YtVixZnK0x6bETJxg+ZixzZvjTvXMXFi9fjkvx4nn2QDkRFITXJJ88jy9T0SJFqP/++3hN8uH+gwd06dQx34FGpVLh7OSUaxWcmampUkLjUrw4y1d9yb4DB1BrNFSvWpXS7u7MnBOgVJVYWFjwJCSEvoMG0+qTFrRq+SnXb9wg5OlTQsPCGD9xkvJaJWR5r17v8fZ6CQ2gtOewtramX+9etGvblt179rD+q00kJSUxcthQGjdsxFgvLx4/eQJAeHgEbTt05L06tenTsyd79u3DxaU4TT9owrnzF9ixeTPm5lrMMtpfxSckkJCQwDSfSbTv0pX4hIR8vY45WbRsGYuXL2flkiWs3bCB5ORkug7oT0hICLVr1uDkkcNotVo0Gg1paWnExcVRrWpVunfpopSGtmr5CV07dQJgyMiRRttv27oVA/v1o1W7z/M8jrUrV+Q5H+DnX09nmxYTG8u9jDYizs7OynQTjQbIvYFyj25dcXZyYvCA/gwe0B97Ozvi4+M59M1eUlJS8Jrkg33GBb5GtWpMnzKZth07ERsby/0HDxjr5U1cfDyJCQkkJiWRnJxMu7ZtiIh4aVSdqlar6d7FuLF/pkYNPPCbOpW79+7jl+VzpNFoclxeryfHRte5bedtl8m8sdOnG+8jc5+Z/1tZWhIXG8c47wlKg97o6Bi+mDM7zxuVEWPGUqhQIUqXdqdz+w5UebcyA4YOIykpCY1GozScfn3ff7ah+f8SCTT59PqHOdOPR44q077ZtTNbt+Ivlxt303y/UeO/VMT8IjSUPgMHEfL0KaOHDyclNZWVGUXu/YcMBQxfyELW1tSuWRN391L8ceeOcrexbNFCalavjqmpKc+ePeeHHw/zWevWdOjaTblbqVmjBt7jxhrVk4Phbm51lu6iYKhimjtzBtWrVSMsLIzhY8YQGmbcEj/rSalIEQfCwyOwtLTM9wXo3oMH2ao5MlWrWpW1K1fk+bqeu3CB0NBQJUyqVCpGDhvGyVOncuwZc/HSJXr06ZutIWOjj5pla3zar3dvKlWskK/nAdC1cydiYmM5c+4cd+/fZ2C/vtSoVo1LV668cV03V9ccS8UymZmZkZTRA2rFl6sBWL/6S6pUrqws41GvXo7rbtm2ne59+iiPTUxMsLKyIjo6GktLSxLeMiwUK1qUTz7+mG5dOvPzL7/SpUdPXoSGolKpsLS0YNfXe3i3cmXWf7mKMV7eSrVlYXt7vMaOZbTneBwdHTE1MaXvoEEUKeLA9/v30613HywsLFixeBEfNGuOY7FiVH7nnb8UZjL1692LO/fucv3mTcqXK8ea9RtITEzEx9ubBw8fsvzLL5ng6cm16zf4assWWjRvptzM/F3e1N1/zYqcA0/bVq34pLkhaKo1GoIzvsumpqYkJ2fvRg7wXu3aDOzbl9CwMNp2MIxjs2rpUtZ/9ZUSei0tLShcuDBWVlYM6NuXbTt3KY3OAaX9YFZly5TBPqMKLlN6enqOXZ6HDR5kqGbcs4dFS5cZfYcTEhJyLJWwtrbKFurz2s7bLJO5XyDbvq2tDQ3yo2MM7V1SU1O5ePmSUU/B87/9Bhi+q7kFmt8zqvZ/PXOGk0Gn2LtzB5+3bcu2nTvzfM5v6h0oJND8ZTs2b2Ju4AIuXrpEvcYfKNP/qUbBLi7F+XrbNlQqlXK32Ku7oZ2BiYkJdRs2QqfT8dOJE3Rs/zmuJUvyw+EjyvoPHj5k09atLJg7l01bt/IiNBRra+t89eRJS0sz+vLa2dkxb/Ysrv5+DTdXV346cYLAuXMZ5z2B4MfZ65BNTU3Zu2MHXXv3xtnJicgs1RQrFi9Cr9cbdSX+u0Zmfb0nV7u2bXB1LYnXJEMJhEqlwqNePaMT0D/RPdLNtSSdO3QgcPFidDodL168YN+Bg0z0Gk+Pvv1y7d2VqYFHfaKio3MssteamaHRaEhKSs42z2/WLA599z0ANoUK0bJFC3bs3q3M952cvXSpapUqTJ8ymTbtO+Ds5GRUpZTZHiPre5W10WWlihXYuGYNarWauPh46tSuRUOP+lhYWGBmZkZKiqHxeEJiIrFxcaxYvAjvyZM5e+48AbNm4lisGDu3bsFcq2XH7t0ELlqMna0dOp2Ou/fuUTrLAI4vQkOV9gd/xXt1ajOwXz9i4+Lo0rEjOp2OFm3akpiYiJ2dLX/cuUt4uHE1adbv1b9t/6FD2Xo5gSGQ2NnZ5vget/60JctXfcnIYUOVoRmKFi2K75TJJCcnc/3GDab6+RMWHs7o4cNxcSmOl88kZf22rVsxZeLEXI8pa/fwTL3691e69U/w9KTFx83xmuRD0M/Zu3kHP36cbXBQjUZDCRcXfjx6VJn2pu3kd5lMT0JC0Ol0lHIz7kmY+fh+Rruep8+eYW1tPJiiSUbpTtYq2rw8fvKEiIgIXDMGuwwOfoy1tTUODg5KOybDvt3ybBMkDCTQ/AWVKlaglJsbTzKKzP8TQkKeUv+DJqxevpzjJ08q3QW7dOxIQw8PpTRky9ZtbNv0FQmJiezLUvQbuGix0fbcS7mRlJREowYNmDJpolFpSuaFK+sdXKZ3K1dmjr8/x4NOsmzlSlp90oIjPx3jSUgIG1avZm5gIIeznHTA0JgyJTWVkJCntG75KXczvqCeEyZirtVy78ED9n+9m4lTpqDTpZOcnJRnF9Y/o2iRIgwfPIRlK1YqF0IHh8L4TZ3K0hUr2Hfw4N+6v0xaMzP8pk7l4aNg9h14tY9Va9awZ+cOvD3HMStgbu7ra7V0bt+BH48cybHo2dzCAoCkN3RfdnJyZMTQIUaBJie1atTg9h9/AIY77gOHDhETE8PAYcO4c+cuNjY27Ni8icbNmlOjWjWjUoWbt24zNzCQiIiXpKSkEBYeTlxGUChatAiTfaejNTNT2vuMGTmCypXe4ey58/x6+jRHjx3j3v37PHwUrJzUS7m58SI09B8rdo+Kis4Yh+ge9+8/IPjJEyVgurm6vvEi+G/54cB+pXo7p3Fo5i9cxG8XL+I369XwEa1atgTAd4YhPHbu2EHpofZ6CQ3AjZs3af1pSwYOG660FQP47ocfORF0KtsxTfOZxMvISJatXJVtXlxGO5Qa1arR4fN22doQZXX67DmaNW1KhfLllc9i44YNMTc351TGODf52U5+lskqMTGRK7//TrOmTflqy1blM9f8o4+4cfOmcrNz9vx5PmvdGjs7O+WGsIFHfQAu5zAchomJCXq93igUu5Ysib29PY8fG64hZ86fIz09nY8/+kg5txcp4kCNatVyHZRRvCKB5i9o1KABN27e+ksXXc/Ro3EtWdJoPIg3cSxWDEtLS5o0bsyTkCfExsbRr3cvho8Z+2ohlYqUlBRevnxJWh5VXNWrVePmrVvo0fPL6dOM855gNP/19hFmZmYM7NeXrp06sWrNWqUnVabde/YSEfGSqT6TaNuqFYuXL1dGK65Vo4ZSWlKnVk2OHjsGQLOPmtLsw6ZGVR6eY0Zz9949owHB/iqVSsW0yT5c+f0qX3/zapTi8PAI5i9ciM8Eb36/dk1pi/C6oKM535GfCMq7l5tGo8Fv2lRKlSrFoGHDjUJjdEwMc+fPZ+b06cTFxuXaY2fMyBFYF7Jm05atOc63tjYUU7+p6sXZyTlfpU+1atQg6OefsbKyomLFCnyxcEHGoGu9eRQczLYdhpOtrY0NXwTMYfbceUbVAHv37WfwgP580vxjuvTqRVJSEklZemBN9PaiWJGi+M+ebXSizhx7Q6PRUKF8eapWeZfjJ07iUb8et27nPDLw5IkTuPDbRX48Ynh/XFyKs3PzZvoPGapcCN/kjzt3lM+pQ+HCNPTwMKyrMoSpnEYlLlO6NJO8xjN4xMhs1RdVq1Th/ffqsHrd+mzr/Z1aftYOlUpFtapVuXb9OmZmZjRp1IjvfvwRMJRMBD/O+YYr83NYrGhR9n9tCLgOhQvjP20qySkp3L13j9Xr1lO1ShX+uHuXa9evY25uzo7Nm2jfpSupqak5DhKamppKSkpKngOINvCoT2JiIlozM+rVrWs0LzIqilu3b/PjkSP06dmDgJkzWL1uPVozM4YNHsSh779XvqP52U5+lunUoT2D+venW6/ehIaFsW7jRpYuWMDM6b4cPvoTtWvVpP777xuNgbR1+w5afdKSFYsXsXnbdhwKF2Zgv74cP3lS+bx8tW4tz549Y+KUqRQtUoSlCxey7+ABnjwJwdnZie6dO/Ps2XPlRiok5Ck/HD6sdJ0PDQujV/fuPH32jP2HDuX6egoDCTR/QbOmTTn0vaEoP7OhYibTjN4Imd0XM+n1eqOqhSJFiuDoWCxbL6K8PH/xgu59+tCs6Yf4+/piZWnJoe++UwaOcnJ0ZMmCQC5cvIhryZIsmDeXsV5eRndXmVo0b86xEyfytd9GDTzwHDMGjUbDqHGeOQ5IBYaGtTdv3WKqzyS2btzAqV9+wXPCRGrXrMHPv57GtWRJKr/zDj7TfClXtiz9evVixNhxRtuYMXsOWzZu4PKVqxz56ad8Hd+bjB01knJlyyq9ZVQqFebm5lhaWHD1+jX+uHOHWf5+9OzXP8fqn9aftycxhzFGUlOztFHIaBSe+V5aW1sz29+POrVqMc57Qo4/RXHkp2M4OzkzcthQ3NxcmRUw12ho95HDhtKuTRumTPfLNTw7FjX0jnm9nj04+LHSa0JrZkbnjh0Mn4/AQI789BPHg4J4/uIFMVnaRZiZmfFu5XdYsmIFzZs2JTQ0lD/u3KVd27aUK1OGKb7TlXr+zEA2bbIPd+7e5fGTJ5iZmTHJ24v3atfGa+KkHMdlCVy0mGk+Pmzf9BUzAgI4fuIkDg4OdPz8c6pVrULlSpVQqVTsO3iQ58+f06JZM3ym5fzzCy7Fi/Pw4at2RdWqVCUqKirfYQbgww8+oGEDD6pXrUoJFxceP3mC1yQfBg/obzRQYFY2hQpRtmxZJcxoNBosLS3xnTKZDxs3Nuq9kl/2dnZK9/CcvF4Nm56ejke9esydNZMRY8cSGxPLuDGjcXAozOZt22nUsAE+0/IeGym3NjQuLsXZsmEDu/fsoVOHDriXKoWpqQkqlQqdTpfrj4SqVCpUqHKdr9PpsLO1w8LCgiULArPNP33mLKM8PUlJSWHk2HF4e47Dx9uL+IQEvvvhR1asXq0sm5/t5GcZfbqh5CTze3vu/AWmTPdj8ID+fNCoEY+Cg5kweYpRyVVoWBhDR41k3KjR+EzwJiEhgX0HDxoNqZCuS1c+H5FRUVy6cpkuHTpgZ2fHi9BQTpw6xZr1G4zGe5o97wsSEhLp16c3JiYmnDt/nvkLF+X5uRAGEmj+pHcqVcLN1ZVTp37G2cmJA3u+znG5XVu3GD3O/L2bTJOmTn3rfRcp4kCjBg3o1rkzjx494ocjRwxtM+YGsHnbNmb5+XH33j28fSZTrGhR1q5cwdaNG5nm509Kaiq2NjZotVrq1qlDxfLl8ZrkQ7267+FRr16O41W8uoiqOHP2HEtWrHjj71M9e/6cYaNG09DDA2srK0xNTan8zjssX/UlY0eN5My5c7yMjGTVsqVs3rad369dQ6vVYm1lTWpqGk9CQli4ZAleY8cQdOqU0e/jODs5odaoSU5Opmb16iQlJb2xofWYkSPo2qkTScnJfL19u1FvGYCk5GQSEhKwtLRkyMABLF3xqtdXWHg4Y728CQ0Ly7HXRWl3d5KSkkhJTaFRgwakpaURGRVFxQoVCJwbgFarZcLkyXkOzb9p61Z0Oh3Dhwxmx5bNdOzWHY1Gw5SJE6hbpw4zAwKUEi0w/HaWLj2d+Ph4tFotg/r358HDh9naQk2fORP3UqXo2rkTHdq1Q6/X02fgIGrXrEnXzp2Y6DWeX06f5uC33ylj4lR5tzLp6emEPH3KF3Nms2PXbsq4uzNu1Eg8J0wkJjaWUm5upGa0nzny0zEaengwdtRIFi1dxpwZM0hOSaZX/wEkJiZQys2NxKQkypcrS2Sk4fji4uLw9vGhZ7duzPbzY+fXX7Npy1bqv/8+p8+eZfXadfx+/To1q1dn8fz5nAg6pYz3lJCYiFarpYy7O3EJCZQpXZrtO3cpz7lalSocf0Op2esqVayA1syMdRs3cv7Cb8TExjJxvCfvv/ceQ0aOUpZLTEykTGl3LC0teK9ObYKzjDdSp1ZtSri4cP/BAzr36PmnBoT8at3aNy6TtYt6pYoVmO3vx6Kly5QhCDy9JzAto81MUlISly5fxtbGBnNzc1xLGtpqZO21VqxoUQ59Yxj91t7OjpnTfUlJTSUpKRlff3+Cfv4FtVrD+DFjuHbjBteuX6dVy0+UnpS56dg+5x5dA4YOY8acOcyYM+eNz/Xps2eMGZ99BPZM+dlOfpbZvXcvu/fuNZp25Kef3ngz9cedu9l6tGXVd9Ag5e+kpKQ8q5UzJScnMzcw0GhcH5E/Emj+JAsLc04EBXHvwQPUajUtWrd580rk3N3wbbi5lmT7pk1cuHiRL9eu5chPhovc13u/oWSJEqxYvIhjx0+wYMkSZRCqXv0HEDBzBkWKFqHDZ+0oX74ch777jsioKLbv2qW0U3hTlVPQzz+/dVuCzB9fdHR05PadO9y7fx9rK2v8ZhlGiPWfNZtLV66wdeNGSruX4vfr15VePPsPHuLylavZfuyvc4cOdO9qqPOPi4/nq1yqYbI6cOhb4uLieRQcTHR0NDGxscTGxhIXF0dcfLwSiD5p3pzxY8eyactWpbQjOTk5z67VM3x9KVumNGq1mviEBNZt3EhycjKPgoM5d/48X65dl6+L29YdO/jt0iWcnZ2IjY1l97atmJiYMHz0mGy9oLp06qiM3pqWlsbde/eY5v/qd5U+btaMXt27U7y4M+ZaLTdu3WLHrt0cOHSI5JQUbv/xB1t37KBC+fK0a9sGf99pxMTE0LlHT7RaLcdOnMTO1oaQp0/ZvsswGu+ocZ7cu3+fM0En0el07Pp6j7K/uYELsLAwx9bGlitXr7Jw6VJSU1Mp4eLC7m2G9yc8PJzJvtONnsfmbdv44+4drCyteBkZSa/+/ZV5bVp9io+3N7v37DUapNEwzs1xtmzcgFqt5vrNm0rvEoCqVd7li7ccDiHrXbWJiQk7t2xGrVYzdNRooyEPDhz6ljkzZ3DyyBHiExKYF/hqKPtffv2Vk6eClO/kn/G2vZwmeHqyeds2oyrUi5cv0613b3Zt2aKMl1WrZk1m+/uh1+vZd/Cg0pZFr9dnG+U5x/2uX8+cGf50aNeOcRMmcP3GjRzbz+TH2/aYEyK/VKZ2HtK5vYApVKiQUdfJrGxtbHLs3qdWq3MsXcht+j8pt+q1t6l2yxyS/Z849sL29ka9ev4t5cqW5enTp3m2i9FoNOj1+myvg62tLU2bfMDDh4+4/ccfb2xbY25uTvmyZY1Gk4a3e0/y8me2Y2ZmppR4/KeVKV2aR8HBRr36/hvldS5wcSme7Sc+hPj/TAKNEEIIIQo89b99AEIIIYQQf5UEGiGEEEIUeBJohBBCCFHgSaARQgghRIEngUYIIYQQBZ4EGiGEEEIUeBJohBBCCFHgSaARQgghRIEngUYIIYQQBd7/AZGNlQqoKBKVAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# ===================== 0. 导入依赖 =====================\n",
    "import random\n",
    "from datetime import datetime, timedelta\n",
    "\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Wedge\n",
    "from faker import Faker\n",
    "\n",
    "# 中文字体和负号设置（如果你本机是 Windows，优先用微软雅黑；Linux 可以改成 SimHei）\n",
    "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei', 'SimHei', 'Arial Unicode MS']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "fake = Faker(\"zh_CN\")\n",
    "random.seed(42)\n",
    "np.random.seed(42)\n",
    "\n",
    "# ===================== 1. 基于 erp_order 生成模拟数据 =====================\n",
    "\n",
    "def generate_erp_orders(n_rows: int = 1200) -> pd.DataFrame:\n",
    "    \"\"\"\n",
    "    根据 erp_order 表结构，生成模拟订单数据。\n",
    "    这里只生成与本次任务相关的主要字段，类型和业务逻辑尽量合理。\n",
    "    \"\"\"\n",
    "    rows = []\n",
    "\n",
    "    # 订单时间范围：2022 上半年\n",
    "    start_dt = datetime(2022, 1, 1, 0, 0, 0)\n",
    "    end_dt   = datetime(2022, 6, 30, 23, 59, 59)\n",
    "\n",
    "    store_names = [\"旗舰店A\", \"旗舰店B\", \"直营店C\", \"直营店D\"]\n",
    "    platforms = [\"天猫\", \"京东\", \"抖音\", \"快手\"]\n",
    "    refund_status_choices = [\"未申请退款\", \"成功退款\", \"退款中\", \"退款关闭\"]\n",
    "    status_choices = [\"已发货\", \"待发货\", \"已取消\", \"已完成\"]\n",
    "    product_names = [\"夏季连衣裙\", \"休闲T恤\", \"牛仔裤\", \"卫衣\", \"衬衫\"]\n",
    "    colors = [\"白色\", \"黑色\", \"蓝色\", \"粉色\", \"卡其色\"]\n",
    "    specs = [\"S\", \"M\", \"L\", \"XL\", \"均码\"]\n",
    "\n",
    "    for i in range(n_rows):\n",
    "        # 下单时间\n",
    "        order_time = fake.date_time_between(start_date=start_dt, end_date=end_dt)\n",
    "\n",
    "        # 付款时间 >= 下单时间，延后 5 分钟到 1 天内\n",
    "        payment_date = order_time + timedelta(\n",
    "            minutes=random.randint(5, 60 * 24)\n",
    "        )\n",
    "\n",
    "        # 发货时间 >= 付款时间，部分订单可能未发货\n",
    "        if random.random() < 0.1:\n",
    "            shipping_date = None  # 10% 未发货\n",
    "        else:\n",
    "            shipping_date = payment_date + timedelta(\n",
    "                hours=random.randint(1, 72)\n",
    "            )\n",
    "\n",
    "        store_name = random.choice(store_names)\n",
    "        platform = random.choice(platforms)\n",
    "\n",
    "        # 金额和单价\n",
    "        unit_price = round(random.uniform(50, 800), 2)\n",
    "        quantity = random.randint(1, 5)\n",
    "        product_amount = round(unit_price * quantity, 2)\n",
    "\n",
    "        # 应付金额在商品金额基础上有可能加运费 / 打折\n",
    "        base_amount = product_amount + random.choice([0, 10, 15])\n",
    "        discount = random.choice([0, 5, 10, 20])\n",
    "        payable_amount = round(base_amount - discount, 2)\n",
    "\n",
    "        # 已付金额：大部分等于应付金额，小部分退款或未支付\n",
    "        if random.random() < 0.9:\n",
    "            paid_amount = payable_amount\n",
    "        else:\n",
    "            paid_amount = round(payable_amount * random.uniform(0.3, 0.9), 2)\n",
    "\n",
    "        product_name = random.choice(product_names)\n",
    "        color = random.choice(colors)\n",
    "        spec = random.choice(specs)\n",
    "        color_and_spec = f\"{color}/{spec}\"\n",
    "\n",
    "        spu = \"SPU\" + str(random.randint(1000, 9999))\n",
    "        sku = f\"{spu}-{spec}\"\n",
    "        internal_order_number = \"IN\" + fake.bothify(text=\"##########\")\n",
    "        online_order_number = \"ON\" + fake.bothify(text=\"##########\")\n",
    "        sub_order_number = \"SUB\" + fake.bothify(text=\"##########\")\n",
    "        online_sub_order_number = \"ON_SUB\" + fake.bothify(text=\"##########\")\n",
    "        original_online_order_number = \"ORI\" + fake.bothify(text=\"##########\")\n",
    "\n",
    "        row = {\n",
    "            \"id\": i + 1,\n",
    "            \"internal_order_number\": internal_order_number,\n",
    "            \"online_order_number\": online_order_number,\n",
    "            \"store_name\": store_name,\n",
    "            \"full_channel_user_id\": fake.uuid4().replace(\"-\", \"\"),\n",
    "            \"shipping_date\": shipping_date,\n",
    "            \"payment_date\": payment_date,\n",
    "            \"payable_amount\": payable_amount,\n",
    "            \"paid_amount\": paid_amount,\n",
    "            \"status\": random.choice(status_choices),\n",
    "            \"consignee\": fake.name(),\n",
    "            \"spu\": spu,\n",
    "            \"order_time\": order_time,\n",
    "            \"province\": fake.province(),\n",
    "            \"city\": fake.city_name(),\n",
    "            \"platform\": platform,\n",
    "            \"sub_order_number\": sub_order_number,\n",
    "            \"online_sub_order_number\": online_sub_order_number,\n",
    "            \"original_online_order_number\": original_online_order_number,\n",
    "            \"sku\": sku,\n",
    "            \"quantity\": quantity,\n",
    "            \"unit_price\": unit_price,\n",
    "            \"product_name\": product_name,\n",
    "            \"color_and_spec\": color_and_spec,\n",
    "            \"product_amount\": product_amount,\n",
    "            \"original_price\": round(unit_price + random.uniform(10, 100), 2),\n",
    "            \"is_gift\": random.choice([\"是\", \"否\"]),\n",
    "            \"sub_order_status\": random.choice(status_choices),\n",
    "            \"refund_status\": random.choice(refund_status_choices),\n",
    "            \"registered_quantity\": quantity,\n",
    "            \"actual_refund_quantity\": random.choice([0, 0, 0, 1]),  # 少量退货\n",
    "        }\n",
    "        rows.append(row)\n",
    "\n",
    "    return pd.DataFrame(rows)\n",
    "\n",
    "\n",
    "df_erp = generate_erp_orders(1200)\n",
    "print(\"模拟订单数据条数：\", len(df_erp))\n",
    "df_erp.head()\n",
    "# ===================== 2. 构造与 Excel 一致的年龄分布数据 =====================\n",
    "\n",
    "# 与截图中表格完全一致的结构\n",
    "age_labels = [\"[20,30)\", \"[30,40)\", \"[40,50)\", \">=50\"]\n",
    "age_pct_str = [\"37.5%\", \"29.2%\", \"20.8%\", \"12.5%\"]\n",
    "\n",
    "age_df = pd.DataFrame({\n",
    "    \"年龄\": age_labels,\n",
    "    \"人数占比\": age_pct_str,\n",
    "    \"占位1\": age_pct_str,\n",
    "    \"占位2\": age_pct_str,\n",
    "    \"占位3\": age_pct_str,\n",
    "    \"占位4\": age_pct_str,\n",
    "})\n",
    "\n",
    "print(\"用于绘图的年龄分布表：\")\n",
    "print(age_df)\n",
    "\n",
    "# 将百分比字符串转换为数值方便绘图\n",
    "values = np.array([float(s.strip(\"%\")) for s in age_pct_str])\n",
    "# ===================== 3. 画图：多层环形年龄分布图（复刻 Excel 风格） =====================\n",
    "\n",
    "# 颜色配置（可根据需要微调为更接近 Excel 的色值）\n",
    "colors = [\n",
    "    \"#684BFF\",  # 20-30 亮紫色\n",
    "    \"#4F6DFF\",  # 30-40 蓝紫\n",
    "    \"#3FD8FF\",  # 40-50 青蓝\n",
    "    \"#FFC857\",  # >=50 橙黄\n",
    "]\n",
    "\n",
    "bg_color = \"#05103b\"  # 深蓝背景\n",
    "\n",
    "fig = plt.figure(figsize=(12, 7), facecolor=bg_color)\n",
    "ax = plt.subplot(111)\n",
    "\n",
    "# 设置坐标轴为等比例 & 去掉边框\n",
    "ax.set(aspect=\"equal\")\n",
    "ax.set_facecolor(bg_color)\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_visible(False)\n",
    "ax.set_xticks([])\n",
    "ax.set_yticks([])\n",
    "\n",
    "# 多层环形：从外到内画 4 个同心圆环，宽度相同，半径递减\n",
    "radii = [1.1, 0.92, 0.74, 0.56]\n",
    "width = 0.16\n",
    "\n",
    "# 角度从 90° 开始，使最大占比大致在右上区域（按 Excel 图的视觉效果）\n",
    "startangle = 90\n",
    "\n",
    "for r in radii:\n",
    "    wedges, _ = ax.pie(\n",
    "        values,\n",
    "        radius=r,\n",
    "        colors=colors,\n",
    "        startangle=startangle,\n",
    "        counterclock=False,\n",
    "        wedgeprops=dict(width=width, edgecolor=bg_color),\n",
    "    )\n",
    "\n",
    "# ===================== 4. 添加标题、副标题和脚注 =====================\n",
    "\n",
    "# 主标题\n",
    "fig.text(\n",
    "    0.5, 0.94,\n",
    "    \"2022年上半年各年龄段人数分布\",\n",
    "    ha=\"center\", va=\"center\",\n",
    "    fontsize=26, color=\"white\", weight=\"bold\"\n",
    ")\n",
    "\n",
    "# 副标题：公司平均年龄和 20–30 岁比例最高\n",
    "fig.text(\n",
    "    0.5, 0.89,\n",
    "    \"公司平均年龄32.5，20-30员工比例最高占比37.5%\",\n",
    "    ha=\"center\", va=\"center\",\n",
    "    fontsize=16, color=\"white\"\n",
    ")\n",
    "\n",
    "# 脚注\n",
    "fig.text(\n",
    "    0.5, 0.06,\n",
    "    \"*注：数据来源于公司人力资源系统，统计日期截至2022.06.30\",\n",
    "    ha=\"center\", va=\"center\",\n",
    "    fontsize=11, color=\"#d0d5ff\"\n",
    ")\n",
    "\n",
    "# ===================== 5. 添加四个年龄段的引线和文字标注 =====================\n",
    "\n",
    "total = values.sum()\n",
    "angles = np.cumsum(values) - values / 2  # 每个扇区的中心角\n",
    "angles_rad = np.deg2rad(startangle - angles)  # 注意 startangle 方向\n",
    "\n",
    "# 为每个年龄段配置注释位置（手动微调到与模板相近的位置）\n",
    "annotation_cfg = {\n",
    "    \"[20,30)\": dict(text_xy=(0.75, 0.40), line_end=(1.3, 0.55)),   # 右上\n",
    "    \"[30,40)\": dict(text_xy=(0.45, 0.16), line_end=(1.15, -0.25)), # 右下\n",
    "    \"[40,50)\": dict(text_xy=(-0.35, -0.03), line_end=(-1.25, -0.15)), # 左中偏下\n",
    "    \">=50\":    dict(text_xy=(-0.45, 0.40), line_end=(-1.25, 0.65)),   # 左上\n",
    "}\n",
    "\n",
    "for label, pct, angle_deg, angle_rad in zip(age_labels, age_pct_str, angles, angles_rad):\n",
    "    cfg = annotation_cfg[label]\n",
    "    # 圆弧中点坐标（用于起点）\n",
    "    r = radii[0]  # 外圈\n",
    "    x = r * np.cos(angle_rad)\n",
    "    y = r * np.sin(angle_rad)\n",
    "\n",
    "    line_x, line_y = cfg[\"line_end\"]\n",
    "    text_x, text_y = cfg[\"text_xy\"]\n",
    "\n",
    "    # 画引线（两段折线）\n",
    "    ax.plot([x, line_x], [y, line_y], color=\"#B4B7C8\", linewidth=1.0)\n",
    "\n",
    "    # 在终点附近画一个小圆点\n",
    "    ax.scatter(line_x, line_y, s=18, color=colors[age_labels.index(label)])\n",
    "\n",
    "    # 文本：第一行区间，第二行百分比\n",
    "    ax.text(\n",
    "        text_x, text_y + 0.04,\n",
    "        label,\n",
    "        fontsize=12, color=\"white\",\n",
    "        ha=\"center\", va=\"bottom\"\n",
    "    )\n",
    "    ax.text(\n",
    "        text_x, text_y - 0.02,\n",
    "        pct,\n",
    "        fontsize=13, color=colors[age_labels.index(label)],\n",
    "        ha=\"center\", va=\"top\", weight=\"bold\"\n",
    "    )\n",
    "\n",
    "plt.tight_layout(rect=[0.02, 0.08, 0.98, 0.9])\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "77b28d4e-ed5c-442a-b055-80ffbee28290",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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